- Corpora - ELRA lists

PhD and postdoc offers at Telecom Paris, Institut Polytechnique de Paris
by Nils Holzenberger 26 Sep '25

26 Sep '25

Hello, We are hiring 2 PhD students and 1 postdoc to work on combining language models with structured data, at Telecom Paris, Institut Polytechnique de Paris. Start date can be between January and March 2026. Large Language Models are amazing, and with our research project, we aim to make them even more amazing! Our project will connect large language models to structured knowledge such as knowledge bases or databases. With this, 1. language models will stop hallucinating 2. language models' knowledge can be audited and updated reliably, to spot biases and make them more interpretable 3. language models will become smaller and thus more eco-friendly and deployable We work in the DIG team at Telecom Paris, one of the finest engineering schools in France, and part of Institut Polytechnique de Paris — ranked 38th in the world by the QS ranking. The institute is 45 min away from Paris by public transport, and located in the green of the Plateau de Saclay. Check out our Web site to apply: https://suchanek.name/work/research/kb-lm/index.html Fabian Suchanek & Nils Holzenberger

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CfP and late breaking submissions DHASA
by Menno Van Zaanen 26 Sep '25

26 Sep '25

Call for Participation and late breaking submissions DHASA Conference and RAIL workshop 2025 https://dh2025.digitalhumanities.org.za https://sadilar.org/en/rail-2025/ Late breaking submissions deadline: 10 October 2025 DHASA conference dates: 11 November 2025-14 November 2025 RAIL workshop date: 10 November 2025 Conference venue: CSIR ICC, Pretoria, South Africa Registration: https://dh2025.digitalhumanities.org.za/registration/ Late breaking submission Guidelines * Late breaking submissions: Authors can submit a late breaking submission, limited to 1 page. Late breaking submissions accepted for the conference will be presented as a short presentation during a dedicated late breaking submission presentation slot. The late breaking submissions will be published in a book of abstracts before the conference. We particularly encourage student submissions where the first author is a student. All submissions should adhere to the ACL style guide: https://acl-org.github.io/ACLPUB/formatting.html Submissions should be submitted in PDF format. Submissions that do not adhere to the prescribed style guide will be rejected. Follow this link to go to the submission platform: https://dh2025.digitalhumanities.org.za/submission/ Authors are encouraged to upload their datasets to the SADiLaR repository: https://repo.sadilar.org/. In case of difficulties uploading the datasets, please reach out to Benito Trollip (benito.trollip(a)nwu.ac.za). Important dates for late breaking submissions Submission deadline: 10 October 2025 Date of notification: 17 October 2025 Camera-ready copy deadline: 24 October 2025 Conference: 10 November 2025 – 14 November 2025 Conference venue: CSIR ICC, Pretoria, South Africa DHASA CONFERENCE Theme: The role of humanities in digital humanities and artificial intelligence The Digital Humanities Association of Southern Africa (DHASA) is pleased to announce its fifth conference, focusing on the theme The role of humanities in digital humanities and artificial intelligence. In a region where the field of Digital Humanities is still relatively underdeveloped, this conference aims to address this gap and foster growth and collaboration in the field. The conference offers an opportunity for researchers interested in showcasing their work in the broad field of Digital Humanities to come together. By doing so, the conference provides a comprehensive overview of the current state-of- the-art in Digital Humanities, particularly within the Southern Africa region. As such, we welcome submissions related to Digital Humanities research conducted by individuals from Southern Africa or research focused on the geographical area of Southern Africa in the broad sense. Furthermore, the conference serves as a platform for information sharing and networking among researchers passionate about Digital Humanities. By bringing together experts working on Digital Humanities in Southern Africa or with a focus on Southern Africa, we aim to promote collaboration and facilitate further research in this dynamic field. In addition to the main conference, affiliated workshops and tutorials will be organised, providing researchers with valuable insights into novel technologies and tools. These supplementary events are designed for researchers interested in specific aspects of Digital Humanities or seeking practical information to enter or advance their knowledge in the field. The DHASA conference welcomes interdisciplinary contributions from researchers in various domains of Digital Humanities, including, but not limited to, language, literature, visual art, performance and theatre studies, media studies, music, history, sociology, psychology, language technologies, library studies, philosophy, methodologies, software and computation, AI, and more. Our goal is to cultivate an inclusive scientific community of practice within Digital Humanities. RAIL WORKSHOP Theme: Language resources in the age of large language models The sixth Resources for African Indigenous Languages (RAIL) workshop will be co-located with the Digital Humanities Association of Southern Africa (DHASA) 2025 conference at the CSIR International Convention Centre in Pretoria, South Africa, on 10 November 2025. The RAIL workshop is an interdisciplinary platform for researchers working on African indigenous languages resources such as natural languages processing (NLP) tools, Human Language Technologies (HLT), data collections, and annotations. This workshop aims to foster a scientific community of practice that focuses on computational linguistic tools and data that are designed for or applied to the indigenous languages of Africa. Many African languages are under-resourced while only a few are considered to be somewhat better resourced. These languages often share interesting properties such as writing systems, making them different from most high-resourced languages. From a computational perspective, these languages lack enough corpora to undertake high level development of NLP and HLT tools, which in turn impedes the development of African languages in these areas. During previous workshops, it was noted that the problems and solutions presented were not only applicable to African languages but were also relevant to many other low-resource languages across the world. Because these languages share similar challenges, this workshop provides researchers with opportunities to work collaboratively on issues of language resource development and learn from each other. The RAIL workshop has several aims. First, the workshop brings together researchers who work on African indigenous languages, forming a community of practice for people working on indigenous languages. Second, the workshop aims to reveal currently unknown or unpublished existing resources (corpora, NLP tools, and applications), resulting in a better overview of the current state-of-the-art, and also allows for discussions on novel, desired resources for future research in this area. Third, it enhances sharing of knowledge on the development of low-resource languages. Finally, it enables discussions on how to improve the quality as well as availability of the resources. Organising Committees DHASA conference Aby Louw, Council for Scientific and Industrial Research Franco Mak, Council for Scientific and Industrial Research Franziska Pannach, Rijksuniversiteit Groningen Ilana Wilken, Council for Scientific and Industrial Research Johannes Sibeko, Nelson Mandela University Juan Steyn, South African Centre for Digital Language Resources Laurette Marais, Council for Scientific and Industrial Research Marissa Griesel, South African Centre for Digital Language Resources Menno van Zaanen, South African Centre for Digital Language Resources Privolin Naidoo, Council for Scientific and Industrial Research Sthembiso Mkhwanazi, Council for Scientific and Industrial Research RAIL workshop Rooweither Mabuya, South African Centre for Digital Language Resources Muzi Matfunjwa, South African Centre for Digital Language Resources Mmasibidi Setaka, South African Centre for Digital Language Resources Menno van Zaanen, South African Centre for Digital Language Resources -- Prof Menno van Zaanen menno.vanzaanen(a)nwu.ac.za Professor in Digital Humanities South African Centre for Digital Language Resources https://www.sadilar.org ________________________________ NWU PRIVACY STATEMENT: http://www.nwu.ac.za/it/gov-man/disclaimer.html DISCLAIMER: This e-mail message and attachments thereto are intended solely for the recipient(s) and may contain confidential and privileged information. Any unauthorised review, use, disclosure, or distribution is prohibited. If you have received the e-mail by mistake, please contact the sender or reply e-mail and delete the e-mail and its attachments (where appropriate) from your system. ________________________________

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Learner Corpus Research Graduate Conference 2025: Full Program & Book of Abstracts Now Available
by Cansu Akan 25 Sep '25

25 Sep '25

Dear Colleagues, We are pleased to announce that the full program for the Learner Corpus Research Graduate Conference 2025 (LCRGrad25) is now available. This online conference, organized by the Chair of English and Digital Linguistics at Chemnitz University of Technology, Germany, and held under the aegis of the Learner Corpus Association, will take place from October 22-24, 2025. View the full program here: https://tinyurl.com/3v8vkxwu Access the official Book of Abstracts here: https://tinyurl.com/u34nd4tw Registration is free of charge, but mandatory for all attendees to receive the Zoom links. Please complete your registration via the form below: https://tinyurl.com/yfvsjhww We look forward to welcoming you to the conference. Best regards, Cansu Akan LCRGrad25 Website: https://lcrgrad2025.tu-chemnitz.de

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Call for Papers - 𝗦𝗽𝗲𝗰𝗶𝗮𝗹 𝗜𝘀𝘀𝘂𝗲 𝗼𝗻 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀 𝗳𝗼𝗿 𝗟𝗼𝘄-𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀
by Ranasinghe, Tharindu 24 Sep '25

24 Sep '25

𝗝𝗼𝘂𝗿𝗻𝗮𝗹 𝗡𝗮𝘁𝘂𝗿𝗮𝗹 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 - 𝗦𝗽𝗲𝗰𝗶𝗮𝗹 𝗜𝘀𝘀𝘂𝗲 𝗼𝗻 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀 𝗳𝗼𝗿 𝗟𝗼𝘄-𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀 URL - https://loreslm.github.io/specialissue Neural language models have revolutionised natural language processing (NLP) and have provided state-of-the-art results for many tasks. However, their effectiveness is largely dependent on the pre-training resources. Therefore, language models (LMs) often struggle with low-resource languages in both training and evaluation. Recently, there has been a growing trend in developing and adopting LMs for low-resource languages. This special issue aims to provide a forum for researchers to share and discuss their ongoing work on LMs for low-resource languages. 𝗧𝗼𝗽𝗶𝗰𝘀 We invite submissions on a broad range of topics related to the development and evaluation of neural language models for low-resource languages, including but not limited to the following. - Building language models for low-resource languages. - Adapting/extending existing language models/large language models for low-resource languages. - Corpora creation and curation technologies for training language models/large language models for low-resource languages. - Benchmarks to evaluate language models/large language models in low-resource languages. - Prompting/in-context learning strategies for low-resource languages with large language models. - Review of available corpora to train/fine-tune language models/large language models for low-resource languages. - Multilingual/cross-lingual language models/large language models for low-resource languages. - Applications of language models/large language models for low-resource languages (i.e. machine translation, chatbots, content moderation, etc.) 𝗜𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗗𝗮𝘁𝗲𝘀 Paper submission: December 31, 2025 First decision: March 31, 2026- April 30, 2026 Revised version submission: May 1, 2026- June 1, 2026 Final decision: August 30, 2026 𝗦𝘂𝗯𝗺𝗶𝘀𝘀𝗶𝗼𝗻 Submissions should be formatted according to the journal guidelines available - https://www.cambridge.org/core/journals/natural-language-processing/informa… and submitted through the manuscript submission system - https://mc.manuscriptcentral.com/nlp. To ensure your manuscript is considered for this special issue, please select “Language Models for Low-Resource Languages” under Special Issue Designation when uploading your manuscript. Guest Editors Hansi Hettiarachchi, Lancaster University, UK Tharindu Ranasinghe, Lancaster University, UK Paul Rayson, Lancaster University, UK Ruslan Mitkov, Lancaster University, UK Mohamed Gaber, Queensland University of Technology, Australia Guest Editorial Board Gábor Bella - IMT Atlantique, France Ana-Maria Bucur - University of Bucharest, Romania Çağrı Çöltekin - University of Tübingen, Germany Vera Danilova - Uppsala University, Sweden Ona de Gibert - University of Helsinki, Finland Ignatius Ezeani - Lancaster University, UK Amal Htait - Aston University, UK Ali Hürriyetoğlu - Wageningen University & Research, Netherlands Danka Jokic - University of Belgrade, Serbia Diptesh Kanojia - University of Surrey, UK Taro Watanabe - Nara Institute of Science and Technology, Japan Muhidin Mohamed - Aston University, UK Alistair Plum - University of Luxembourg, Luxembourg Damith Premasiri - Lancaster University, UK Guokan Shang - Mohamed bin Zayed University of Artificial Intelligence, France Ravi Shekhar - University of Essex, UK Best Regards Tharindu Ranasinghe on behalf of the Guest Editors

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Internship: A computational socio-linguistic exploration of the Ethics of AI landscape
by Maria Boritchev 24 Sep '25

24 Sep '25

Hi everyone, (apologies for cross-postings) Tiphaine Viard and Maria Boritchev are offering a master 2 internship at Télécom Paris. Feel free to contact us if you have any questions about the offer or the project, the details on the offer are below: Advisors: Maria Boritchev, Tiphaine Viard Duration: 5-6 months, starting from February 1st (negociable) Location: Télécom Paris, 19 Pl. Marguerite Perey, 91120 Palaiseau Gratification: Approximately 600 euros per month (more or less 20 euros per month, the precise amount will depend on changes in the French labor code in 2026) Requirements: Applicants must be enrolled in a Master’s 2 program at the time of application and through the duration of the internship. We are looking for applications from students with solid skills (and ideally experience) in Natural Language Processing, Machine Learning and Deep Learning, Computa- tional Social Sciences. Knowledge of English is necessary Context: The recent years have seen a surge of initiatives with the goal of defining what “ethical” artificial intelligence would or should entail, resulting in the publication of various charters and manifestos discussing AI ethics; these documents originate from academia, AI industry companies, non-profits, regulatory institutions, and the civil society. The contents of such documents vary wildly, from short, vague position statements to verbatims of democratic debates or impact assessment studies. As such, they are a marker of the social world of artificial intelligence, outlining the tenets of different actors, the consensus and dissensus on important goals, and so on [Gornet et al., 2024]. We have assembled a corpus of charters and manifestos of Ethics of AI, in English, written by different actors of the current AI landscape. This corpus is called MapAIE: [ https://mapaie.telecom-paris.fr/ | https://mapaie.telecom-paris.fr/ ] . We are conducting research on data from MapAIE both from a sociological and linguistic perspectives: • Sociologically, who are the groups of people who write about Ethics of AI? • Linguistically, what type of vocabulary or semantic constructions do people use to write about Ethics of AI? • Socio-linguistically, is there a difference in linguistic usage between different groups of people who write about Ethics of AI? To conduct these investigations, we would like to go further than traditional tools: we intend to develop graph-based natural language processing and computational sociology approaches making better use of mod- ern NLP methods to explore our data. In particular, we could to exploit word sense induction approaches to automatically extract different linguistic usages. Objectives: The goal of this internship is to investigate MapAIE by using and developing graph-based natural language processing and computational sociology approaches. The internship will proceed in three steps: 1. Conduct a state of the art exploration on existing graph-based natural language processing and com- putational sociology techniques, starting from Abstract Meaning Representations (AMR, [ https://github.com/amrisi/amr-guidelines/blob/master/amr.md | https://github.com/amrisi/amr-guidelines/blob/master/amr.md ] ) and Cortext (https://www.cortext.net/). 2. Re-implement existing techniques identified in (1), in particular [Eyal et al., 2022], and analyse the obtained results sociologically and linguistically in view of the research questions of the project. 3. Propose new research questions and new graph-based data exploration approaches relevant to MapAIE. Application: Deadline: October 25th, 2025. Application: To apply for this position, please send an email with your CV and a few words explaining your interest in this project to Maria Boritchev and Tiphaine Viard. References [Becker, 1976] Becker, H. S. (1976). Art worlds and social types. American behavioral scientist, 19(6):703– 718. [Cefa¨ı, 2016] Cefa¨ı, D. (2016). Publics, probl`emes publics, ar`enes publiques.... Questions de communication, 30(2):25–64. [Eyal et al., 2022] Eyal, M., Sadde, S., Taub-Tabib, H., and Goldberg, Y. (2022). Large scale substitution- based word sense induction. In Proceedings of the 60th Annual Meeting of the Association for Computa- tional Linguistics (Volume 1: Long Papers), pages 4738–4752. [Gornet et al., 2024] Gornet, M., Delarue, S., Boritchev, M., and Viard, T. (2024). Mapping ai ethics: a mesoscale analysis of its charters and manifestos. In Proceedings of the 2024 FAccT conference on Fairness, Accountability and Transparency in Machine Learning. [Roth and Hellsten, 2023] Roth, C. and Hellsten, I. (2023). Socio-semantic configuration of an online con- versation space: The case of twitter users discussing the# ipcc reports. Social Networks, 75:186–196.

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The Annual ACM Conference on Intelligent User Interfaces (IUI 2026): First Call for Posters and Demos
by Announce 24 Sep '25

24 Sep '25

*** First Call for Posters and Demos The Annual ACM Conference on Intelligent User Interfaces (IUI 2026) March 23-26, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://iui.hosting.acm.org/2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> The ACM Conference on Intelligent User Interfaces (ACM IUI) is the leading annual venue for researchers and practitioners to explore advancements at the intersection of Artificial Intelligence (AI) and Human-Computer Interaction (HCI). IUI submissions should address HCI challenges using machine intelligence and consider both computational and human- centric aspects. As AI becomes more integrated into everyday technology, understanding its role in meeting human needs is vital for developing effective and responsible systems. This conference fosters collaboration among experts from diverse fields to tackle significant issues in AI and HCI through discussions, workshops, and networking sessions. Posters Posters provide an opportunity for sharing valuable last-minute ideas, eliciting useful feedback on early-stage work and fostering discussions and collaborations among colleagues. We invite submissions relevant to all conference topics. All submissions should convey a scientific result or work in progress that is not yet ready to be published as a full-length research paper at a refereed conference. The page limit for poster papers is 4 pages (references do not count toward the page limit). Submitting a draft poster along with your submission is not required, but is recommended. Accepted poster papers will appear in the companion proceedings of the conference. Each accepted contribution is expected to be presented in person during the poster session. Demos The demonstration track complements the overall program of the conference. Demonstrations show implementations of novel, interesting, and important intelligent user interface concepts or systems. We invite submissions relevant to intelligent user interfaces and which address, but are not limited to, the topics of the conference. All submissions are intended to convey a scientific result or work in progress and should not be advertisements for commercial software packages. The page limit for demo papers is 4 pages (references do not count toward the page limit). Authors further need to submit a video (max. 5 mins) along with their demo paper to showcase their work. Accepted demo papers will be presented as interactive demonstrations at IUI and published in the companion proceedings of the conference. Each accepted contribution is expected to be presented in person during the demo sessions. Important Dates (AoE) • Full paper: December 21, 2025 • Decision notification: January 26, 2026 • Camera-ready submission: February 6, 2026 Topics The topics for the Posters and Demos are the same as for the main track. Submission Instructions Papers must be up to 4 pages (references do not count towards the page limit). Demo and poster submissions do not need to be anonymized. Submissions should follow the ACM Master Article Templates in a single-column format. We adopt the ACM TAPS Workflow. Please prepare your submission for review in a single column format, using the latest templates: Word Submission Template, or the LaTeX template using \documentclass[manuscript,review,anonymous]{acmart} for the LaTeX template. Authors are required to include a proper classification for the paper according to the ACM Classification System (CCS). Additional information on how to use it is available at: https://dl.acm.org/ccs<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> . A video (up to 5 mins) is required for demo submissions. The video should showcase the system that will be demonstrated during the conference. Please follow the SIGCHI Technical Requirements and Guidelines for Videos (https://sigchi.org/resources/guides-for-authors/videos/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…>). Please submit your demos and posters electronically to the Precision Conference Submission (PCS) Portal (https://new.precisionconference.com/user/login<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…>) by the paper deadlines. In PCS, first click “Submissions” at the top of the page, from the dropdown menus for Society, Conference, and Track, please select “SIGCHI”, “IUI 2026”, and “IUI 2026 Posters” or “IUI 2026 Demos”, respectively, and then press “Go”. Note: If the corresponding author (the individual who submits the paper, not necessarily the first author) is affiliated with a participating institution that has an open access agreement with ACM, the Article Processing Charges (APCs) will be waived for publishing the paper. Details are under “Publication and Open Access”. Accessibility Authors are asked to make their paper submissions accessible (so that reviewers with vision impairments can access them, for example). The authors of accepted papers will be required to make their final PDFs accessible. Please use the SIGCHI Guide to an Accessible Submission for detailed instructions. If you are submitting a video as supplemental material, please provide captions, as described in Technical Requirements and Guidelines for Videos. Please refer to the Accessibility page of the conference site for further details and guidelines. Usage of Generative AI All submissions must comply with the ACM policy on the usage of GenAI: the April 2023 ACM Policy on Authorship and Frequently Asked Questions. Text generated from a large-scale language model (LLM), such as ChatGPT, must be clearly marked where such tools are used for purposes beyond editing the author’s own text. Authors should include a “GenAI Usage Disclosure” section, right before the references, to provide full disclosure of all use of GenAI tools in all stages of the research (including the code and data) and the writing. This section, together with the references, will not be counted toward the word limit. While we do not anticipate using tools on a large scale to detect LLM-generated text, we will investigate submissions brought to our attention and desk reject papers where LLM use is not clearly marked. Publication and Open Access The official publication date is the date the proceedings are made available in the ACM Digital Library. This date may be up to two weeks prior to the first day of the conference. The official publication date affects the deadline for any patent filings related to published work. Starting January 1, 2026, ACM will fully transition to Open Access. All ACM publications, including those from ACM-sponsored conferences, will be 100% Open Access. Authors will have two primary options for publishing Open Access articles with ACM: the ACM Open institutional model or by paying Article Processing Charges (APCs). With over 1,800 institutions already part of ACM Open, the majority of ACM-sponsored conference papers will not require APCs from authors or conferences (currently, around 70-75%). Authors from institutions not participating in ACM Open will need to pay an APC to publish their papers, unless they qualify for a financial or discretionary waiver. To find out whether an APC applies to your article, please consult the list of participating institutions in ACM Open and review the APC Waivers and Discounts Policy. Keep in mind that waivers are rare and are granted based on specific criteria set by ACM. Understanding that this change could present financial challenges, ACM has approved a temporary subsidy for 2026 to ease the transition and allow more time for institutions to join ACM Open. The subsidy will offer: • $250 APC for ACM/SIG members • $350 for non-members This represents a 65% discount, funded directly by ACM. Authors are encouraged to help advocate for their institutions to join ACM Open during this transition period. This temporary subsidized pricing will apply to all conferences scheduled for 2026.

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[CFP] Final Call for Full Papers – ECIR 2026 (ddl in 2 days)
by Yifei Yuan 23 Sep '25

23 Sep '25

Dear colleagues, This is the Final Call for FULL Papers for the European Conference on Information Retrieval (ECIR 2026), one of the leading conferences in the field of Information Retrieval, covering topics at the intersection of IR, NLP, recommender systems, conversational search, and generative AI. 📌 Important Dates Full Paper Abstract Submission Deadline: September 25, 2025, 11:59pm (AoE) Full paper submission: October 2, 2025, 11:59pm (AoE) Notification of Acceptance: December 16, 2025 Conference Dates: Delft, The Netherlands 🌟 Why submit to ECIR? A premier forum for presenting cutting-edge research in Information Retrieval and related fields. Opportunity to connect with an international community of researchers and practitioners. 🔗 Conference Website: https://ecir2026.eu/ We warmly invite you to submit your latest research and join us at ECIR 2026. Please feel free to share this call with colleagues and students who may be interested. Looking forward to your contributions! Best regards, ECIR 2026 Organizing Committee

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LREC 2026 Third Call for Papers
by info＠elda.org 23 Sep '25

23 Sep '25

[Apologies for multiple postings] We are pleased to announce that the *Third Call for Papers* for LREC 2026 has just been published. The Author’s Kit and the templates have been updated. * LREC 2026 Third Call for Papers <https://lrec2026.info/third-call-for-papers/> * Author's Kit <https://lrec2026.info/authors-kit/>, including the downloadable templates * Check the FAQ <https://lrec2026.info/faq/> *Important dates* **Oral and poster (or poster+demo) paper submission: 17 October 2025 * Notification of acceptance: 13 February 2026 * Camera Ready due: 6 March 2026 * LREC 2026 conference: 11-16 May 2026 All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”) * * Best regards, Management and Programme Chairs *----------* *More information* on LREC 2026: https://lrec2026.info/ *Contact the Programme Chairs*: lrec2026-pcs(a)googlegroups.com *General LREC 2026 contact:* info(a)lrec2026.info

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[Last CfP] SHROOM-CAP 🦙 👒 Shared Task at CHOMPS Workshop @ IJCNLP-AACL 2025
by Aman Sinha 23 Sep '25

23 Sep '25

TL;DR [ https://helsinki-nlp.github.io/shroom/2025a | SHROOM-CAP ] is an Indic-centric shared task co-located with [ https://chomps2025.github.io/ | CHOMPS-2025 ] to advance the SOTA in hallucination detection for scientific content generated with LLMs. We have annotated hallucinated content in 5 high-resource languages and surprisal 4 low-resource Indic languages using top-tier LLMs. Participate in as many languages as you like by accurately detecting the presence of hallucinated content. Stay informed by joining our [ https://groups.google.com/g/shroomcap | Google group ] ! Full Invitation We are excited to announce the SHROOM-CAP shared task on cross-lingual hallucination detection for scientific publication (link to [ https://helsinki-nlp.github.io/shroom/2025a | website ] ). We invite participants to detect whether or not there is hallucination in the outputs of instruction-tuned LLMs within a cross-lingual scientific context. About This shared task builds upon our previous iteration, [ https://helsinki-nlp.github.io/shroom/2024 | SHROOM ] , with three key highlights: LLM-centered, cross-lingual annotations & hallucination and fluency prediction. LLMs frequently produce "hallucinations," where models generate plausible but incorrect outputs, while the existing metrics prioritize fluency over correctness. This results in an issue of growing concern as these models are increasingly adopted by the public. With SHROOM-CAP, we want to advance the state-of-the-art in detecting hallucinated scientific content. This new iteration of the shared task is held in a cross-lingual and multimodel context: we provide data produced by a variety of open-weights LLMs in 5+4 different high and low resource languages (English, French, Spanish, Hindi, Italian, and to-be-later-revealed Indic languages). Participants are invited to participate in any of the languages available and are expected to develop systems that can accurately identify hallucinations in generated scientific content. Additionally, participants will also be invited to submit system description papers, with the option to present them in oral/poster format during the CHOMPS workshop (collocated with [ https://2025.aaclnet.org/ | IJCNLP-AACL 2025, Mumbai, India ] ). Participants that elect to write a system description paper will be asked to review their peers’ submissions (max 2 papers per author). Key Dates: All deadlines are “anywhere on Earth” (23:59 UTC-12). * Train set available by: 31.07.2025 * Validation set available by: 05.09.2025 * Test set available by: 05.10.2025 * Test phase ends: 12.10.2025 * Leaderboard release: 15.10.2025 * System description papers due: 25.10.2025 * Notification of acceptance: 05.11.2025 * Camera-ready due: 11.11.2025 * Proceedings due: 01.12.2025 * CHOMPS workshop: 23/ [ https://mail.ufal.mff.cuni.cz/calendar/day/1766568272945 | 24th December 2025 ] (co-located with IJCNLP-AACL 2025) Evaluation Metrics: Participants will be ranked along two criteria: 1. factuality mistakes measured via macro-F1 gold reference vs. predicted; 2. fluency mistakes measured via macro-F1 gold reference vs. predicted based on our annotations. Rankings and submissions will be done separately per language: you are welcome to focus only on the languages you are interested in! How to Participate: * Register: Please register your team [ https://forms.gle/hWR9jwTBjZQmFKAE7 | https://forms.gle/hWR9jwTBjZQmFKAE7 ] and join our google group: [ https://groups.google.com/g/shroomcap | https://groups.google.com/g/shroomcap ] * Submit results: use our platform to submit your results before 12.10.2025. The submission platform is now available at: [ https://shroomcap.pythonanywhere.com/submission/ | https://shroomcap.pythonanywhere.com/submission/ ] * Submit your system description: system description papers should be submitted by 25.10.2025. Want to be kept in the loop? Join our [ https://groups.google.com/g/shroomcap | Google group mailing list ] ! We look forward to your participation and to the exciting research that will emerge from this task. Best regards, SHROOM-CAP organizers

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Postdoc in NLP/AI for health emergency triage at ITU Copenhagen
by Christian Hardmeier 23 Sep '25

23 Sep '25

Postdoc opportunity at the IT University of Copenhagen in an exciting project on improving citizens’ experience in emergency triage https://candidate.hr-manager.net/ApplicationInit.aspx?cid=119&ProjectId=181… Application deadline: 24 September 2025 We are looking to hire a postdoc in data science/natural language processing to contribute to an innovative research project aimed at streamlining citizens’ encounters with emergency medical services using AI technology. The project stands out by using public data for public good with access to one of the largest real-world healthcare dialogue datasets in Europe and by exploring novel approaches to human-AI alignment, where both citizens and AI systems adapt to each other through dynamic interaction. As part of an interdisciplinary team, you will be a part of the NLPnorth natural language processing group at the IT University of Copenhagen, and work closely with human-computer interaction experts at the University of Copenhagen and the Emergency Medical Services of the Capital Region of Denmark. Your primary role in the project will involve: * Research on exploiting large language models to facilitate effective communication with citizens in medical emergency scenarios, leading to academic publications in top-tier venues. * Research on countering and mitigating LLM uncertainty and overconfidence to achieve human-AI alignment in emergency care. * Deploying and evaluating automatic speech recognition models to transcribe emergency hotline calls in Danish with high accuracy. * Implementing RAG-based LLM solutions for reliable and factual interaction with citizens in emergency situations. The postdoc will be a part of the NLPnorth research group at the IT University of Copenhagen (https://nlpnorth.github.io/). -- Christian Hardmeier Associate Professor, IT University of Copenhagen https://christianhardmeier.rax.ch/

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[Last CFP] CHOMPS Workshop @ IJCNLP-AACL 2025
by Aman Sinha 23 Sep '25

23 Sep '25

Last CFP: CHOMPS – Confabulation, Hallucinations, & Overgeneration in Multilingual & Precision-critical Settings (with our apologies for cross-posting) Venue: IJCNLP-AACL 2025 ( [ https://2025.aaclnet.org/ | https://2025.aaclnet.org/ ] ), IIT Bombay, Mumbai, India Date: 23/24th December 2025 (TBC) Workshop website: [ https://chomps2025.github.io/ | https://chomps2025.github.io/ ] * Description * Despite rapid advances, LLMs continue to "make things up": a phenomenon that manifests as hallucination, confabulation, and overgeneration. That is, produce unsupported and unverifiable text that sounds deceptively plausible. These outputs pose real risks in settings where accuracy and accountability are non-negotiable, including healthcare, legal systems, and education. The aim of the CHOMPS workshop is to find ways to mitigate one of major the hurdles that currently prevent the adoption of Large Language Models in real-world scenarios: namely, their tendency to hallucinate, i.e., produce unsupported and unverifiable text that sounds deceptively plausible. The workshop will explore hallucination mitigation in practical situations, where this mitigation is crucial: in particular, precision-critical applications (such as those in the medical, legal and biotech domains), as well as multilingual settings (given the lack of resources available to reproduce what can be done for English in other linguistic contexts). In practice, we intend to invite works of the following (not exclusive) list of topics: * Workshop topics * - Metrics, benchmarks and tools for hallucination detection - Factuality challenges in mission critical & domain-specific (e.g., medical, legal, biotech) and their consequences - Mitigation strategies during inference or model training - Studies of hallucinatory and confabulatory behaviors of LLMS in cross-lingual and multilingual scenarios - Confabulations in language & multimodal (vision, text, speech) models - Perspectives and case studies from other disciplines - … * Invited speakers * - Anna ROGERS, IT University of Copenhagen - Danish PRUTHI, IISc Bangalore - Abhilasha RAVICHANDER, University of Washington - Dr. Khyathi Raghavi Chandu, Mistral AI * Panel Discussion * - Preslav Nakov, MBZUAI - Sunayana Sitaram, Microsoft Research - Chung-Chi Chen, AIST, Japan * Shared Task * SHROOM-CAP - A Cross-lingual Scientific Hallucination Detection shared task. More info : [ https://helsinki-nlp.github.io/shroom/2025a | https://helsinki-nlp.github.io/shroom/2025a ] * Submission details * The workshop is designed with a widely inclusive submission policy so as to foster as vibrant a discussion as possible. Archival or non-archival submissions may consist of up to 8 pages (long) or 4 pages (short) of content. Dissemination submissions may consist of up to 1 page of content. On acceptance, authors may add one additional page to accommodate changes suggested by the reviewers. Please use the ACL style templates available here: [ https://github.com/acl-org/acl-style-files | https://github.com/acl-org/acl-style-files ] The submissions need to be done in PDF format via: (a) via Direct submission ( [ https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/CHOMPS | https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/CHOMPS ] ) (b) via ARR commitment ( [ https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/CHOMPS… | https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/CHOMPS… ] ) * Important dates * Paper submission deadline: September 29 , 2025 Direct ARR commitment: October 27 , 2025 Author notification: November 3 , 2025 Camera-Ready due: November 11 , 2025 Workshop date: December 23/ 24, 2025 (TBC) * Contact * For questions, please send an email to chomps-aacl2025(a)googlegroups.com or contact one of the workshop chairs: - Aman Sinha, Université de Lorraine, aman.sinha(a)univ-lorraine.fr - Raúl Vázquez, University of Helsinki, raul.vazquez(a)helsinki.fi - Timothee Mickus, University of Helsinki, timothee.mickus(a)helsinki.fi

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IVACS 2026 - Malta - Call for Papers
by Christopher.Fitzgerald 23 Sep '25

23 Sep '25

Call for Papers IVACS 2026 – Inter-Varietal Applied Corpus Studies Conference 1–3 July 2026 | University of Malta, Valletta, Malta https://www.um.edu.mt/events/ivacs2026/ The IVACS Association is pleased to announce that the 12th Biennial IVACS Conference will be hosted by the University of Malta, Valletta Campus, from 1–3 July 2026. The IVACS Conference series is a leading international forum for corpus-based research into linguistic varieties and applications of corpus linguistics in professional, pedagogical, and social contexts. Following the successful series of conferences, IVACS 2026 will continue to build on this tradition of collaboration and innovation. We are excited to announce our plenary speakers<https://www.um.edu.mt/events/ivacs2026/speakers/>: Dr Niall Curry, Manchester Metropolitan University Prof. Phil Durrant, University of Exeter Dr Tove Larsson, Northern Arizona University We welcome proposals related to (but not limited to): * Corpus Design & Methodology: compilation, annotation, and representativeness * Applied Contexts: workplace and professional discourse, minority and endangered languages, translation, interpreting, multilingual communication, stylistics * Innovations & Emerging Directions: GenAI tools and platforms, multimodal corpora * Teaching & Learning: corpus applications in pedagogy, data-driven learning, assessment, teacher education, learner corpora, genre-based approaches * Corpus-Informed Materials: pedagogic grammars, textbooks, syllabi design * Theoretical Perspectives: sociolinguistics, pragmatics, critical discourse studies, intercultural communication * Corpus Linguistics and Ethical Practice: Ethical, transparent, and inclusive methods in corpus-based research Submission Details * Individual Papers: 20 minutes presentation + 10 minutes discussion * Colloquia: 90 minutes, consisting of 3 thematically linked papers * Posters: especially suitable for work-in-progress or early-stage projects * Paper, colloquia and poster abstracts should be submitted to ivacs2026(a)um.edu.mt<mailto:ivacs2026@um.edu.mt>. The language of the conference is English. We encourage submission of abstracts from early-career researchers, including postgraduate research students and postdoctoral researchers. Abstract specifications for Individual Papers and Posters: * 250 – 350 words in length (including references, if any) * Written in Times New Roman font and saved as a docs file * Page 1 will include: Title; Presenter(s); Affiliation(s); Email address(es), plus abstract * Page 2 will be anonymised and will include: Title and abstract only Abstract specifications for Colloquia: * A maximum of 1,000 words in length (not including list of references) * A single abstract on behalf of all speakers on the panel, detailing the overall motivation for the panel, individual contributions, and the proposed panel structure * Written in Times New Roman font and saved as a docs file * Page 1 will include: Theme for the panel; Title of each contribution; Presenters; Affiliations; Email addresses, plus abstracts * Page 2 will be anonymised and will include: Titles and abstracts only Important Dates * Abstract submission opens: 1 October 2025 * Abstract submission deadline: 9 January 2026 (23:59 UTC) * Notification of acceptance: Early March 2026 * Early-bird registration deadline: April 2026 * Conference dates: 1–3 July 2026 Séanadh Ríomhphoist / Email Disclaimer https://www.mic.ul.ie/about-mic/college-services/ict-services?index=5

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AAMAS 2026: First Call for Nominations: 2025 Victor Lesser Distinguished Dissertation Award
by Announce 22 Sep '25

22 Sep '25

*** First Call for Nominations: 2025 Victor Lesser Distinguished Dissertation Award *** The 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026) May 25-29, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://cyprusconferences.org/aamas2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> IFAAMAS, the International Foundation for Autonomous Agents and Multiagent Systems, is pleased to announce the call for the 2025 Victor Lesser Distinguished Dissertation Award. The award is named after Professor Victor Lesser, a long-standing member of the AAMAS community who has supervised a large number of outstanding PhD students in the area. It is awarded for dissertations written as part of a PhD, defended in the specified period, and nominated by the supervisor (with supporting references), which show originality, significance, and impact, and are supported by high quality publications. Nominations are invited for the award which is sponsored by IFAAMAS and will be presented at AAMAS 2026. The award includes a certificate and a 1500 EUR payment. Eligibility: Eligible doctoral dissertations are those defended between October 1, 2024 and September 30, 2025 (both endpoints included) in the area of Autonomous Agents or Multiagent Systems. Submission link: https://forms.gle/xzfax1VCTVimTypu5<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Submission deadline: October 31, 2025 (anywhere on earth) Selection procedure: The selection of the dissertation will be based on the originality, significance, and impact of the work. Evidence of such impact includes publications at highly selective conferences and journals in the field, with due importance given to the AAMAS conference series and JAAMAS. Research output that resulted primarily from the student’s initiative will be considered more favorably. The selection committee will be the final arbiter in the decision process. The selection committee might also decide to consult external assessors, and reserves the right to not award the prize if the nominations do not meet the expected quality level. Every submitted dissertation must be nominated by the thesis supervisor and must be supported by the following 4 (four) documents, all of which should be delivered via the Google Form link above by October 31, 2025: a) A link to a PDF file of the dissertation. If the dissertation is not written in English, the nomination must include an accessible link to a substantial manuscript in English, with the nominee as the first author, published in a peer-reviewed journal or conference. b) A PDF that contains a list of publications that have arisen from the dissertation, with links to the published papers. c) A recommendation from the dissertation supervisor, on departmental letterhead, nominating the dissertation for the 2025 Victor Lesser Distinguished Dissertation Award. The recommendation should explain the contribution of the dissertation to the field of autonomous agents and multiagent systems, argue the merit and possible future impact of the work, and highlight, where relevant, how the work resulted from the initiative of the student. Finally, this document should certify the eligibility of the PhD by asserting that the PhD was successfully defended between October 1, 2024 and September 30, 2025. d) A PDF with the names, email addresses, and affiliations of at least one and at most three referees, familiar with the research of the candidate and experts in the pertinent research area, who will directly email their recommendations for the candidate to the chair of the selection committee (Gauthier Picard, gauthier.picard(a)onera.fr). A reference letter should be no more than 500 words in length, should be on an official letterhead, signed and emailed as a PDF file, and received by the same deadline of October 31, 2025. To ease the recovery of these emails, it is recommended that the subject of the recommendation letter email be “2025 Victor Lesser Award: Recommendation: ” Note: It is the responsibility of the dissertation supervisor to contact the referees and ensure that their letters (max 500 words, signed, and on letterhead) are submitted by the deadline. Though the nomination is to be submitted by the nominee’s dissertation supervisor, it is required that the nominee has consented that the dissertation be considered for this award and, if selected for the award, commits to attending the AAMAS 2026 conference, where they will receive the award and will give a presentation on the work contained in the dissertation at a special session of the conference. The cost of attending the conference is not covered by the award. For questions, please contact the chair of the selection committee, Gauthier Picard, at gauthier.picard(a)onera.fr.

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First Call for Papers - International Conference ‘New Trends in Translation and Interpreting Technology’ (NeTTIT’2026)
by Ranasinghe, Tharindu 22 Sep '25

22 Sep '25

First Call for Papers - International Conference ‘New Trends in Translation and Interpreting Technology’ (NeTTIT’2026) The third edition of the International Conference ‘New Trends in Translation and Interpreting Technology’ (NeTTIT’2026) will take place in Dubrovnik, Croatia, from 24 to 27 June 2026. The objective of the conference is (i) to bridge the gap between academia and industry in the field of translation and interpreting by bringing together academics in linguistics, translation and interpreting studies, machine translation and natural language processing, developers, practitioners, language service providers and vendors who work on or are interested in different aspects of technology for translation and interpreting, and (ii) to be a distinctive event for discussing the latest developments and practices. NeTTIT’2026 invites all professionals who would like to learn about the new trends, present the latest work and/or share their experience in the field, and who would like to establish business and research contacts, collaborations and new ventures. The conference will include plenary presentations (research and user presentations, keynote speeches), poster sessions and panel discussions. All submitted papers will be peer-reviewed by experts, and the accepted papers will be published as open-access conference e-proceedings, which will be available at the time of the conference. Conference Topics Contributions are invited on any topic related to the latest technology and practices in translation, subtitling, localisation, interpreting, machine translation and Large Language Models used in translation and interpreting. NeTTIT’2026 will feature a Special Theme Track "Future of Translation and Interpreting Technologies in the Era of LLMs and Generative AI". The conference topics include, but are not limited to (see also the special conference theme below): >> CAT tools - Translation Memory (TM) systems - NLP and MT for translation memory systems - Terminology extraction tools - Localisation tools >> Machine Translation - Latest developments in Neural Machine Translation - MT for under-resourced languages - MT with low computing resources - Multimodal MT - Integration of MT in TM systems - Resources for MT >> Technologies for MT deployment - MT evaluation techniques, metrics and evaluation results - Human evaluations of MT output - Evaluating MT in a real-world setting - Quality estimation for MT - Domain adaptation >> Translation Studies - Corpus-based studies applied to translation - Corpora and resources for translation - Translationese - Cognitive effort and eye-tracking experiments in translation >> Interpreting studies - Corpus-based studies applied to interpreting - Corpora and resources for interpreting - Interpretese - Resources for interpreting and interpreting technology applications - Cognitive effort and eye-tracking experiments in interpreting >> Interpreting technology - Machine interpreting - Computer-aided interpreting - NLP for dialogue interpreting - Development of NLP-based applications for communication in public service settings (healthcare, education, law, emergency services) >> Emerging Areas in Translation and Interpreting - MT and translation tools for literary texts and creative texts - MT for social media and real-time conversations - Sign language recognition and translation >> Subtitling - NLP and MT for subtitling - Latest technology for subtitling >> User needs - Analysis of translators’ and interpreters’ needs in terms of translation and interpreting technology - User requirements for interpreting and translation tools - Incorporating human knowledge into translation and interpreting technology - What existing translators’ (including subtitlers’) and interpreters’ tools do not offer - User requirements for electronic resources for translators and interpreters - Translation and interpreting workflows in larger organisations and the tools for translation and interpreting employed >> The business of translation and interpreting - Translation workflow and management - Technology adoption by translators and industry - Setting up translation / interpreting / language provider company >> Teaching translation and interpreting - Teaching Machine Translation - Teaching translation technology - Teaching interpreting technology - Latest AI developments in the syllabi of translation and interpreting curricula >> Ethical issues in translation and technology - Bias and fairness in MT - Privacy and security in cloud MT systems - Transparency and explainability of MT systems - Environmental impact on MT systems >> Special Theme Track - Future of Translation and Interpreting Technologies in the Era of LLMs and Generative AI We are excited to share that NeTTIT’2026 will have a special theme with the goal of stimulating discussion around Large Language Models, Generative AI and the Future of Translation and Interpreting Technologies. While the new generation of Large Language Models such as CHATGPT, Gemini, Claude, DeepSeek and LLAMA showcase remarkable advancements in language generation and understanding, we find ourselves in uncharted territory when it comes to their performance on various Translation and Interpreting Technology tasks with regards to fairness, interpretability, ethics and transparency. The theme track invites studies on how LLMs perform on Translation and Interpreting Technology tasks and applications, and what this means for the future of the field. The possible topics of discussion include (but are not limited to) the following: - Changes in (and the impact on) the translators and interpreters’ professions in the new AI era, especially as a result of the latest developments in LLMs and Generative AI - Generative AI and translation - Generative AI and interpreting - Augmenting machine translation systems with generative AI - Domain and terminology adaptation with Large Language Models - Literary translation with Large Language Models - Translation for low-resourced and minority languages with LLMs - Improving Machine Translation Quality with Contextual Prompts in Large Language Models - Prompt engineering for translation - Generative AI for professional translation - Generative AI for professional interpreting Submissions and Publication NeTTIT’2026 invites the following types of submissions in English: >> Academic papers * Regular long papers: These can be up to eight (8) pages long, presenting substantial, original, completed, and unpublished work. * Short papers: These can be up to four (4) pages long and are suitable for describing small, focused contributions, work-in-progress, negative results, system demonstrations, etc. >> User papers – for industry and practitioners. References to related work are optional. Allowed paper length: between 2 and 4 pages. The conference will not consider and evaluate abstracts only. Further details on the submission procedure will be made available in the Second Call for Papers due in October 2025. The accepted papers will be published in the conference e-proceedings with assigned ISBN and DOI and made available online on the conference website at the time of the conference. Important Dates * Submissions due: 23 March 2026 * Reviewing process: 25 March – 25 April 2026 * Notification of acceptance: 28 April 2026 * Camera-ready due: 25 May 2026 * Conference camera-ready proceedings ready 15 June 2026 * Conference: 24-27 June 2026 Conference Chairs Gloria Corpas Pastor (University of Malaga) Ruslan Mitkov (Lancaster University and University of Alicante) Marko Tadic (University of Zagreb) Programme Committee Chairs Constantin Orasan (University of Surrey) Tharindu Ranasinghe (Lancaster University) Publicity and Sponsorship Chair Vilelmini Sosoni (Ionian University) Venue The conference will take place at the Centre for Advanced Academic Studies (CAAS) of the University of Zagreb (http://www.caas.unizg.hr/) in Dubrovnik. Further information and contact details The conference website (https://nettt-conference.com/) will be updated on a regular basis. For further information, please email nettit2026(a)nettt-conference.com<mailto:nettit2026@nettt-conference.com>. You can also follow us on social media for updates and announcements. LinkedIn - https://www.linkedin.com/company/nettit2026/ Twitter/X - https://x.com/NeTTIT2026 Best Regards Tharindu Ranasinghe

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CFP - KNLP at SAC 2026 - Deadline approaching
by Patrizio Bellan 19 Sep '25

19 Sep '25

*Knowledge and Natural Language Processing Track @ ACM-SAC* Aim of the Knowledge and Natural Language Processing (KNLP) track at ACM SAC is to investigate techniques and application of knowledge engineering and natural language processing, focusing in particular on approaches combining them. This is an extremely interdisciplinary emerging research area, at the core of Artificial Intelligence, combining and complementing the scientific results from Natural Language Processing and Knowledge Representation and Reasoning. Topics of interest Topics of interest include, but are not limited to: - Natural Language Processing - NLP tasks for Knowledge Extraction - NLP for Ontology Population and Learning - Sentiment Analysis and Opinion Mining for Knowledge Applications - Interplay between Language and Ontologies - NLP for Explainable Knowledge - Machine Translation techniques for Multilingual Knowledge - NLP for the Web - Bias detection and mitigation in small/large LM - (Small/Large) LM and Knowledge - Knowledge - Knowledge to improve NLP tasks - Knowledge for Information Retrieval - Knowledge-based Sentiment Analysis and Opinion Mining - Combining Knowledge and Deep Learning for NLP - Knowledge for Text Summarization and Generation - Knowledge for Persuasion - Knowledge-based Machine Translation - Knowledge for the Web - Linked Data for NLP - Knowledge-based NL Explainability - LM-enhanced ontology and knowledge engineering methodologies and tools - LM-based agent for knowledge extraction, reasoning, and management - Ontology evaluation via small/large LMs - (Ontological) knowledge memorization in LMs - Knowledge-based techniques for LMs (Retrieval Augmented Generation based approaches, fact-checking, and bias mitigation) - Question answering over knowledge graphs via small/large LMs - Real-world applications that exploit Knowledge and NLP - Real-world applications that exploit Knowledge and NLP - Knowledge and NLP Systems for Big Data scenarios - Knowledge and NLP technology for a diverse, equitable, and inclusive society - Deployment of Knowledge and NLP Systems in specific domains, such as: - Digital Humanities and Social Sciences - eGovernment and public administration - Life sciences, health, and medicine - News and Data Streaming Paper Submission Submissions must not have been published or be concurrently considered for publication elsewhere. Papers should be submitted in PDF using the ACM-SAC proceedings format <https://www.sigapp.org/sac/sac2026/authorkit.php>. Authors' names and affiliations should be entered separately at the submission site and not appear in the submitted papers. Each submission will be reviewed in *a DOUBLE-BLIND *process according to the ACM-SAC Regulations. Student Research Competition (SRC) submissions are welcome (see SAC 2026 SRC page for details <https://www.sigapp.org/sac/sac2026/src_program.php>). Initial Submission Policy - All submissions must initially be submitted as regular papers. There is no separate submission track for poster papers. - Paper selection is based on originality, technical contribution, presentation quality, and relevance to the Knowledge and Natural Language Processing Track. - Based on the outcome of the review process, some submissions—although technically sound—may not be accepted as regular papers due to overall acceptance rate constraints, and could be accepted as posters Minimum Length for Review Consideration - While there is no formal minimum page requirement, submissions of fewer than four (4) full pages that do not demonstrate substantial contributions may be subject to desk rejection without external review. Camera-ready Page Limits - Regular Papers (accepted for publication): - Up to eight (8) pages are included with standard registration. Poster Papers (recommended for acceptance): - Up to two (2) pages are included with standard registration. *Important Dates (check SAC website <https://www.sigapp.org/sac/sac2026/#important-dates> for up-to-date dates)* September 26, 2025: Regular Paper & SRC Abstract Submission For further information, please visit the Knowledge and Natural Language Processing Track <https://knlp.fbk.eu/> and ACM-SAC 2026 <https://www.sigapp.org/sac/sac2026/> conference websites or feel free to contact the Track Co-Chairs <knlp(a)fbk.eu>. -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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First CFP for JAAMAS Special Issue: When Foundation Models Meet Multi-Agent Systems
by Surangika Ranathunga 18 Sep '25

18 Sep '25

[Apologies if you got multiple copies of this invitation] *First CFP for JAAMAS Special Issue: When Foundation Models Meet Multi-Agent Systems* *Deadline:* February 28, 2026 *CFP link:* https://link.springer.com/journal/10458/updates/27805014 <https://apc01.safelinks.protection.outlook.com/?url=https%3A%2F%2Flink.spri…> *Call for Papers* The recent advancements in foundation models (FMs), including Large Language Models and multimodal models, mark a significant milestone in the field of Artificial Intelligence. Their capabilities in language understanding, generation and reasoning open new avenues for addressing long-standing challenges in Multi-Agent Systems (MASs). Conversely, the theories, concepts, methodologies of MASs hold the potential to further enhance FM capabilities, enabling multi-agent collaboration to solve complex tasks beyond single-agent limits. However, integrating FMs into MASs introduces new challenges such as managing the risks of hallucinations, bias, unfair decisions and behaviour that is not aligned with norms and ethical principles. This special issue delves into the intersection of FMs and MASs. We invite researchers from across the AI community to explore this exciting frontier. Topics of interest include, but are not limited to: - 1) FMs as solutions to MASs: How can FMs help address coordination, cooperation, optimization, and learning within MASs? How can they enhance the modelling and simulation of societies within MAS frameworks? How can they expand the application of game theory and mechanism design, and enable novel MAS applications? - 2) MASs as solutions to FMs: How can theories, concepts, architectures and methodologies of agents, MASs, and game theory contribute to improving FM capabilities, particularly in planning, reasoning, and decision-making? How can MASs help mitigate issues, like hallucination and bias, within FMs, and improve accountability and transparency of FMs? - 3) Societal implications: What are the potential societal impacts of combining FMs with MAS technology? How can these impacts be rigorously assessed, and what strategies can mitigate negative outcomes? Authors are encouraged to submit original research papers, survey papers and viewpoint papers that discuss an ongoing trend or spark interest in new ideas or areas. It is strongly encouraged that papers focus on the synergy between FMs and MASs. Papers related to recent LLM developments based on agent concepts (e.g. on “Agentic AI”) are expected to make explicit connections to existing theory and practice in MASs. A cover letter explicitly stating how the paper makes connections with prior work on autonomous agents and multi-agent systems is required during the formal submission process. The Guest Editors can be contacted (at fm-mas-special-issue(a)googlegroups.com) for pre-submission inquiries (including brief descriptions—no full paper required) to assess whether a manuscript is a good fit for this special issue. *Timeline * - February 28, 2026: Submission deadline - May 31, 2026: First round review notification - July 31, 2026: Revised manuscript deadline - August 30, 2026: Final decision notification *Guest Editors* - Stephen Cranefield, University of Otago, New Zealand - Shuyue Hu, Shanghai Artificial Intelligence Lab, China - Bastin Tony Roy Savarimuthu, University of Otago, New Zealand - Surangika Ranathunga, Massey University, New Zealand *Inquiries should be sent to* fm-mas-special-issue(a)googlegroups.com

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Invitation: Public online talk - From Framing to False... @ Thu Sep 18, 2025 6:30pm - 7:30pm (GMT+3) (corpora@list.elra.info)
by Ari Muhammad Said 18 Sep '25

18 Sep '25

[Corpora-List] Public online talk - From Framing to False Premises: A Two-Axis View of Robust LLM Reasoning (Dr Nafise Sadat Moosavi, University of Sheffield) - 25 Sep 2025 Thursday Sep 18, 2025 ⋅ 6:30pm – 7:30pm Arabian Standard Time - Baghdad Join with Google Meet https://meet.google.com/xbq-wzhd-igc?hs=224 Join by phone (US) +1 585-491-9028 PIN: 955632710 We welcome you to the next Natural Language Processing and Vision (NLPV) seminar at the University of Exeter. Scheduled: Thursday 25 Sep 2025 at 15:00 to 16:00, GMT+1 Location: https://Universityofexeter.zoom.us/j/92525879857?pwd=goytDAcZ4zTpM0OIogW9Yb… (Meeting ID: 925 2587 9857 Password: 485835) Title: From Framing to False Premises: A Two-Axis View of Robust LLM Reasoning Abstract: Large language models often appear to “reason”, yet their answers can be steered by how we ask and by what assumptions slip into the question. This talk advances a two-axis view of question robustness grounded in two benchmarks. On the surface, logically equivalent phrasings (e.g., more vs less) can directionally bias conclusions, a systematic framing effect, captured by More or... Organizer Ari Muhammad Said ari.said(a)uoh.edu.iq Guests Ari Muhammad Said - organizer corpora(a)list.elra.info View all guest info https://calendar.google.com/calendar/event?action=VIEW&eid=NTRrbHJhZmV2cjZp… Reply for corpora(a)list.elra.info and view more details https://calendar.google.com/calendar/event?action=VIEW&eid=NTRrbHJhZmV2cjZp… Your attendance is optional. ~~//~~ Invitation from Google Calendar: https://calendar.google.com/calendar/ You are receiving this email because you are an attendee on the event. Forwarding this invitation could allow any recipient to send a response to the organizer, be added to the guest list, invite others regardless of their own invitation status, or modify your RSVP. Learn more https://support.google.com/calendar/answer/37135#forwarding

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CFP: Convergence 2026: Human-AI Integration for Multilingual and Accessible Communication
by Constantin Orasan 18 Sep '25

18 Sep '25

Convergence 2026: Human-AI Integration for Multilingual and Accessible Communication Guildford, UK, 17 - 19 June 2026 First call for papers https://www.surrey.ac.uk/centre-translation-studies/convergence-2026 The conference Building on the success of the first Convergence conference<https://www.surrey.ac.uk/centre-translation-studies/convergence-2023> in 2023, which explored the responsible and intelligent integration of human and machine capabilities in translation and interpreting, the Centre for Translation Studies<https://www.surrey.ac.uk/cts> at University of Surrey, UK, is proud to announce Convergence 2026: Human-AI Integration for Multilingual and Accessible Communication. The second edition of the Convergence conference will create an opportunity to bring together innovative research on the evolving landscape of AI in the context of multilingual and accessible communication, reflecting on the complexity and effects of using AI-driven technologies in these fields. The conference will foster a multidisciplinary dialogue that will generate new theoretical perspectives and practical research, focusing on themes such as the ethical aspects of AI in translation and interpreting, AI-enabled digital accessibility and societal inclusion, and the impact of Generative AI on language mediation. We will also examine the evolving role of language professionals, the power of Large Language Models (LLMs) in supporting multilingual communication, and the crucial need for responsible use of language AI in the public sector. The conference will publish full papers in open access proceedings with assigned ISBN and DOI. Conference themes Theme 1: Ethical aspects of AI in translation and interpreting Theme 2: AI-enabled digital accessibility and societal inclusion Theme 3: Which creative turn? Language mediation in the era of GenAI Theme 4: The evolving role of language professionals in the era of AI Theme 5: LLMs supporting multilingual communication Theme 6: Responsible use of language AI in the public sector Submissions and publications Convergence 2026 invites the following types of submissions on one of the conference themes: * Full papers - describing original completed research. Allowed paper length: maximum 8 pages + unlimited number of pages for references and appendices * Short papers - describing work in progress. Allowed paper length: maximum 4 pages + unlimited number of pages for references and appendices The conference aims to be a platform for in-depth discussion of prevalent themes while also offering contributors the opportunity for swift publication of their work. The event will provide the wide community of Translation and Interpreting Studies and the disciplines it intersects with, a space for networking, collective brainstorming and looking into the future of communication, all sustained by a robust set of papers published in the conference proceedings. Both full and short papers can be associated with rigorous empirical work or conceptual approaches to the themes of the conference. PhD students are also invited to submit papers regardless of the stage of their PhD journey. If accepted, their papers may be selected to any of the sessions of the conference, including a dynamic poster session, in which students may receive feedback and consider new developments for their work. The papers should be formatted using a style similar to the two column ACL style (available at https://acl-org.github.io/ACLPUB/formatting.html). The next call for papers will provide links to the styles customised for the Convergence 2026 conference. The submission will be electronic, using the Softconf START conference management system which will be available at the conference website soon. The follow up calls will provide more details about how to submit papers. Each submission will be reviewed by three members of the Programme Committee. The conference will not consider and evaluate abstracts only. The final versions of the accepted papers will be published in e-proceedings with assigned ISBN and DOI. Authors may add one additional page to their final submission to incorporate the feedback from reviewers. Schedule * Deadline for full papers: 16th Feb 2026 * Notification to authors: 30th March 2026 * Submissions of final papers: 22nd May 2026 * Dates of the conference: 17 - 19 June 2026 Venue The conference will take place in Guildford at University of Surrey. Further information and contact details The second call for papers will be published at the beginning of November. The follow-up calls will list keynote speakers, conference chairs and members of the programme committee once confirmed. Meanwhile, if you have any questions do not hesitate to contact us on cts_inquiries(a)surrey.ac.uk<mailto:cts_enquiries@surrey.ac.uk> --- Prof Constantin Orăsan Professor of Language and Translation Technologies Centre for Translation Studies<https://www.surrey.ac.uk/centre-translation-studies> | School of Literature and Languages<https://www.surrey.ac.uk/school-literature-languages> Personal page: https://www.surrey.ac.uk/people/constantin-orasan Office: 06LC03, Phone: +44 (0) 1483 68 4115 Library and Learning Centre, University of Surrey, Guildford, Surrey, GU2 7XH, UK

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Public online talk - From Framing to False Premises: A Two-Axis View of Robust LLM Reasoning (Dr Nafise Sadat Moosavi, University of Sheffield) - 25 Sep 2025
by h.dong2＠exeter.ac.uk 18 Sep '25

18 Sep '25

We welcome you to the next Natural Language Processing and Vision (NLPV) seminar at the University of Exeter. Scheduled: Thursday 25 Sep 2025 at 15:00 to 16:00, GMT+1 Location: https://Universityofexeter.zoom.us/j/92525879857?pwd=goytDAcZ4zTpM0OIogW9Yb… (Meeting ID: 925 2587 9857 Password: 485835) Title: From Framing to False Premises: A Two-Axis View of Robust LLM Reasoning Abstract: Large language models often appear to “reason”, yet their answers can be steered by how we ask and by what assumptions slip into the question. This talk advances a two-axis view of question robustness grounded in two benchmarks. On the surface, logically equivalent phrasings (e.g., more vs less) can directionally bias conclusions, a systematic framing effect, captured by More or Less Wrong. In the depths, multi-hop questions can embed false premises; when such premises are present, models often answer anyway instead of detecting and rejecting them, behavior exposed by MultiHoax. Together, these benchmarks set non-negotiable standards for robust reasoning: framing invariance and premise integrity. Speaker's bio: Dr Nafise Sadat Moosavi is a Lecturer in Natural Language Processing at the University of Sheffield. Her research tackles the nuanced challenges of large language models, including reasoning, efficiency, robustness and fairness. She earned her PhD in Computational Linguistics from the University of Heidelberg. In the research community, she has served as Senior Area Chair for ACL, NAACL, EMNLP, and COLING, and co-initiated and co-organized the SustaiNLP workshop series. At Sheffield, she is Deputy Director of EDI, leading initiatives that foster equity, inclusion and a positive research culture. We will update future talks on the website: https://sites.google.com/view/neurocognit-lang-viz-group/seminars Joining our *Google group* for future seminar and research information: https://groups.google.com/g/neurocognition-language-and-vision-processing-g…

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Call for papers: EVOLANG XVI (Plovdiv, Bulgaria, 7-10 April 2026)
by Dimitar Kazakov 17 Sep '25

17 Sep '25

Submission link and deadline: ======================= The deadline for submission to EVOLANG XVI (Plovdiv, Bulgaria, 7–10 April 2026) is *26 October 2025* (AoE). To submit to EVOLANG XVI, use: https://openreview.net/group?id=EVOLANG.org/2026/Conference. About the conference: ================= The Evolang conference series provides the major meeting for researchers studying the origins and evolution of language. Submissions may be in any relevant discipline, including, but not limited to: anthropology, archeology, biology, cognitive science, genetics, linguistics, computational modeling (including mathematical, agent-based, and neural-network models), paleontology, physiology, primatology, philosophy, semiotics, and psychology. Submission guidance: ================= Normal standards of academic excellence apply. Submitted papers should make clear how they advance the study of language evolution and relate any novel results to up-to-date scientific literature. Submissions should aim to make clear their own substantive claim relating to relevant, current scientific literature in the field of language evolution by demonstrating the method by which their claims are substantiated, the nature of the relevant data, and/or the core of the theoretical argument. Submissions centred around empirical studies should not rest on preliminary results. All submissions are refereed by at least three relevant referees, and acceptance is based on a scoring scheme pooling the reports of the referees. In recent conferences, the acceptance rate has been about 50%. The conference showcases both oral presentations and poster presentations. Please carefully read the guidelines – and further details within the provided submission templates – to prepare your submission. In addition to your submission, you will be asked to provide a 150-word summary of your contribution. Submissions which do not have clear relevance to the field or do not adhere to the guidelines may be rejected without review. If you have a problem with your submission, please email scientific-committee(a)evolang.org . The conference language at Evolang XVI will be English with additional accessibility support in the form of captions. All submission information and templates can be found here: https://sites.google.com/york.ac.uk/evolang2026/submission Dr Dimitar Kazakov evolang2026(a)gmail.com ______________________________ Disclaimer: http://www.york.ac.uk/docs/disclaimer/email.htm

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EVOLANG XVI (7-10 April 2026) call for workshop proposals
by Dimitar Kazakov 17 Sep '25

17 Sep '25

======================================================== EVOLANG XVI [Plovdiv, Bulgaria, 7-10 April 2026 | evolang2026.org] INTERNATIONAL CONFERENCE ON THE EVOLUTION OF LANGUAGE ======================================================== Call for Workshop Proposals ======================================================== Submission Deadline: 22 Sept 2025 (AoE) Notification of Acceptance: 3 Oct 2025 EVOLANG XVI (Plovdiv, Bulgaria) will host up to six thematically focused, half-day workshops on 7 April 2026. The half-day format can accommodate, for example, 8 half-hour slots with 15 minutes for an introduction and 30 minutes for breaks. Other formats within the allotted time are also welcome. What to submit ============= Workshop proposals should be no more than 500 words excluding references. Please specify the following: * The theme of the workshop and how it fits EvoLang; * How many talks and how they will be reviewed; * A list of invited speakers, should they be known; * Whether and how the organisers plan to publish the proceedings/results of the workshop; * If applicable, a detailed motivation to limit the number of participants. How to Submit =========== Send proposals as a PDF attachment to evolang2026+workshops(a)gmail.com by 22 Sept 2025 (AoE). Notification of acceptance will be given by 3 Oct 2025. The detailed scheduling of the workshops and the quality of workshop contributions will be left to the workshop organisers, who are independently responsible for inviting and reviewing submissions and/or speakers for their workshop, and notifying participants in due time to register for the conference. About the Conference ================= The EvoLang conference series provides the major meeting for researchers worldwide in the origins and evolution of language. For more information, please see: http://evolang.org See also the call for conference papers on the Evolang 2026 web site ( evolang2026.org). Dr Dimitar Kazakov evolang2026(a)gmail.com ______________________________ Disclaimer: http://www.york.ac.uk/docs/disclaimer/email.htm

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free Corpus MOOC - running right now
by Brezina, Vaclav 17 Sep '25

17 Sep '25

Dear all, There is still time to register for the 8-week online course on corpus linguistics and emerging technologies. Simply select the 'Audit option' to join for free. The course has just begun, and it offers both theoretical and practical perspectives on analysing large amounts of language data. You will learn how to build and analyse your own corpus using the specialised software #LancsBox, and you will explore practical applications of corpus methods in areas such as social issues, language learning and language testing. You can also ask any questions about corpus linguistics research, and a team of dedicated tutors will be on hand to support you throughout the course. The best part is that there's no obligation-you can engage with as much or as little of the course as you wish. For registration go to: https://www.edx.org/learn/social-sciences/lancaster-university-corpus-lingu… Best regards, Vaclav Professor Vaclav Brezina Co-Director of the ESRC Centre for Corpus Approaches to Social Science Faculty of Humanities, Arts and Social Sciences, Lancaster University Lancaster, LA1 4YD Office: County South, room C05 T: +44 (0)1524 510828 @vaclavbrezina [cid:image002.png@01DC27B2.DE8CE5B0]<http://www.lancaster.ac.uk/arts-and-social-sciences/about-us/people/vaclav-…>

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CFP: The Twenty-Fifth International Workshop on Computational Models of Natural Argument (CMNA'25)
by giulia.dagostino＠usi.ch 16 Sep '25

16 Sep '25

CMNA’25: The Twenty-Fifth International Workshop on Computational Models of Natural Argument The main website for this edition of the workshop is here: https://cmna-workshop.github.io/cmna25/ A PDF copy of this call can be found here: https://cmna-workshop.github.io/cmna25/assets/cfp/cfp1.pdf The forthcoming 25th annual edition of the Workshop on Computational Models of Natural Argument (CMNA'25) will be held independently & online as we celebrate twenty-five years of this workshop series and look forward to a further twenty-five more. We are pleased to invite submissions for this landmark twenty-fifth edition of the Computational Models of Natural Argument workshop. The CMNA workshop series focuses on the issue of modelling “natural” argumentation, where naturalness may range across a variety of forms, perhaps involving the use of visual rather than linguistic means to illustrate a point, for example using graphics or multimedia, or applying more sophisticated rhetorical devices, interacting at various layers of abstraction, or exploiting “extra-rational” characteristics of the audience, taking into account emotions and affective factors. For this edition, CMNA will be run online as virtual workshop entirely online in the hope that more of our friends and colleagues from around the world can participate. To celebrate this landmark year, we solicit contributions on the special theme of “Reflections & Horizons: The past 25 years of Computational Models of Natural Argument and visions of things to come”. This theme should be interpreted broadly, to reflect the wide range of argumentative practices and models that have been studied and shared at CMNA. We also encourage reflection on the development of argumentation theory, within the remit of CMNA, during the last 25 years. Finally we also encourage forward looking contributions that share a vision of how argumentation research might develop over the next quarter century. Nothwithstanding the special theme, we also solicit contributions addressing, but not limited to, the following areas of interest: • The characteristics of “natural” arguments (e.g. ontological aspects, cognitive issues, legal aspects). • The linguistic characteristics of natural argumentation, including discourse markers, sentence format, referring expressions, and style. • The generation of natural argument. • Corpus argumentation results and techniques. • Argumentation mining. • Models of natural legal argument. • Rhetoric and affect: the role of emotions, personalities, etc. in argumentation. • The roles of licentiousness and deceit and the ethical implications of implemented systems demonstrating such features. • Natural argumentation in multi-agent systems. • Methods to better convey the structure of complex argument, including representation and summarisation. • Natural argumentation and media: visual arguments, multi-modal arguments, spoken arguments. • Evaluative arguments and their application in AI systems (such as decision-support and advice-giving). • Non-monotonic, defeasible and uncertain argumentation. • The computational use of models from informal logic and argumentation theory. • Computer supported collaborative argumentation, for pedagogy, e-democracy and public debate. • Tools for interacting with structures of argument. • Applications of argumentation based systems. Submission ===================================================== We welcome submissions of full papers (limited to 10 pages in length), short papers (limited to 5 pages in length), or demos, position statements, and late Breaking results (each limited to a 2 a page abstract). It is highly recommended, but not mandatory, to format papers using the CEUR single column style (further information available from the submission section of the CMNA website). All submissions will be peer-reviewed by members of the programme committee. Accepted papers will be grouped into thematic sessions that incorporate extensive time for questions and discussion. For all submission types, please upload your contribution using the Conference Management Toolkit (CMT): https://cmt3.research.microsoft.com/User/Login?ReturnUrl=%2FCMNA2025 Key Dates ===================================================== - Regular Paper submission (long & short papers): 17th October 2025 - Regular & Short Paper notification to authors: 7th November 2025 - Demo, position statement, & late breaking results submission (2 page abstract): 14th November 2025 - Demo, position statement, & late breaking results Notification to authors: 28th November 2025 - Final (Camera Ready) version of papers: 28th November 2025 - CMNA Workshop: 12th December 2025 Organizers ===================================================== - Giulia D’Agostino -- giulia.dagostino(a)usi.ch (Università della Svizzera italiana) - Floriana Grasso -- floriana(a)liverpool.ac.uk (University of Liverpool) - Nancy Green -- nlgreen(a)uncg.edu (University of North Carolina Greensboro) - Roos Scheffers -- r.j.scheffers(a)uu.nl (Utrecht University) - Jodi Schneider -- jschneider(a)pobox.com (University of Illinois Urbana Champaign) - Simon Wells -- s.wells(a)napier.ac.uk (Edinburgh Napier University)

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call for participation in our survey on collecting data in the era of LLMs
by Neele Falk 16 Sep '25

16 Sep '25

--------Call for participation in a research survey on collecting data in the era of LLMs------------------------------- Dear Collegues, We (researchers originally from University of Stuttgart, Kopenhagen and Gent) are conducting a survey on the challenges of collecting data in the era of large language models (LLMs). In particular, we are interested in issues such as crowdworkers relying on LLMs to generate free-text responses that are expected to be written by themselves. Our goal is to better understand the contexts in which researchers encounter these problems and to find possible solutions. The survey is completely anonymous and should take about 5–10 minutes to complete. You can access it here: https://ugent.qualtrics.com/jfe/form/SV_6KUJzBhQSgemzpY We would be very grateful for your input—your perspective will help support this research. Thank you for your time and support! Best regards Aswathy Velutharambath, Amelie Wührl, Sofie Labat, Tarun Tater and Neele Falk

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September 2025 Newsletter - LDC
by Penn LDC 15 Sep '25

15 Sep '25

In this newsletter: LDC data and commercial technology development New publications: Mixer 7 English Speech<https://catalog.ldc.upenn.edu/LDC2025S08> AIDA Scenario 1 Evaluation Topic Source Data, Annotation and Assessment<https://catalog.ldc.upenn.edu/LDC2025T13> LORELEI Hindi Representative Language Pack<https://catalog.ldc.upenn.edu/LDC2025T12> ________________________________ LDC data and commercial technology development For-profit organizations are reminded that an LDC membership is a pre-requisite for obtaining a commercial license to almost all LDC databases. Non-member organizations, including non-member for-profit organizations, cannot use LDC data to develop or test products for commercialization, nor can they use LDC data in any commercial product or for any commercial purpose. LDC data users should consult corpus-specific license agreements for limitations on the use of certain corpora. Visit the Licensing<https://www.ldc.upenn.edu/data-management/using/licensing> page for further information. ________________________________ New publications: Mixer 7 English Speech<https://catalog.ldc.upenn.edu/LDC2025S08> was developed by LDC and contains 12,321 hours of audio recordings of interviews, transcript readings, and conversational telephone speech involving 222 distinct English speakers. This material was collected by LDC in 2010-2011 as part of the Mixer project, and the recordings were used in the 2012 NIST SRE test set. Recruited speakers were connected through a robot operator to carry on casual conversations on a pre-set topic lasting up to 10 minutes. Participants also visited LDC's Human Subjects Collection Lab equipped with a 14-microphone array where they participated in interviews and transcript readings, and conducted telephone calls under varying conditions. Selected speaker metadata was also collected. 2025 members can access this corpus through their LDC accounts. This corpus is a Members-Only release and is not available for non-member licensing. Contact ldc(a)ldc.upenn.edu<mailto:ldc@ldc.upenn.edu> for information about membership. * AIDA Scenario 1 Evaluation Topic Source Data, Annotation and Assessment<https://catalog.ldc.upenn.edu/LDC2025T13> was developed by LDC and is comprised of English, Russian, and Ukrainian web documents (text, video, image), annotations, and assessments used in the AIDA Phase 1 pilot and final evaluations. The Phase 1 scenario focused on political relations between Russia and Ukraine in the 2010s. The material in this corpus covers the following events: Suspicious Deaths and Murders in Ukraine (January-April 2015); Odessa Tragedy (May 2, 2014); and Siege of Sloviansk and Battle of Kramatorsk (April-July 2014). The corpus contains 10,522 documents, annotations for 386 of those documents, and assessment results covering 77,965 responses in 1,525 of those documents. Annotations were performed in three steps: (1) within-document labels for scenario-related entities, relations, and events; (2) coreference annotation across documents by linking information elements to a knowledge base; and (3) indications of any relationship between labeled events/relations and hypotheses about the scenario. In the assessment phase, LDC annotators reviewed and judged system response files to provide evaluation organizers with a means for scoring submissions. Assessment tasks included zero-hop assessment, class-based assessment, graph assessment, and hypothesis assessment. The DARPA AIDA (Active Interpretation of Disparate Alternatives) program aimed to develop a multi-hypothesis semantic engine to generate explicit alternative interpretations of events, situations, and trends from a variety of unstructured sources. LDC supported AIDA by collecting, creating, and annotating multimodal linguistic resources in multiple languages. 2025 members can access this corpus through their LDC accounts. Non-members may license this data for a fee. * LORELEI Hindi Representative Language Pack<https://catalog.ldc.upenn.edu/LDC2025T12> contains over 26 million words of Hindi monolingual text, 363,00 words of which were translated into English, 1.07 million words of found Hindi-English parallel text, and 118,000 Hindi words translated from English data. Approximately 103,000 words were annotated for simple named entities and over 25,000 words were annotated for full entity (including nominals and pronouns), entity linking, and situation frames (identifying entities, needs and issues). Data was collected from discussion forum, news, reference, social network, and weblogs. The LORELEI (Low Resource Languages for Emergent Incidents) program was concerned with building human language technology for low resource languages in the context of emergent situations. Representative languages were selected to provide broad typological coverage. The knowledge base for entity linking annotation is available separately as LORELEI Entity Detection and Linking Knowledge Base (LDC2020T10)<https://catalog.ldc.upenn.edu/LDC2020T10>. 2025 members can access this corpus through their LDC accounts. Non-members may license this data for a fee. To unsubscribe from this newsletter, log in to your LDC account<https://catalog.ldc.upenn.edu/login> and uncheck the box next to "Receive Newsletter" under Account Options or contact LDC for assistance. Membership Coordinator Linguistic Data Consortium<ldc.upenn.edu> University of Pennsylvania T: +1-215-573-1275 E: ldc(a)ldc.upenn.edu<mailto:ldc@ldc.upenn.edu> M: 3600 Market St. Suite 810 Philadelphia, PA 19104

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Call for Program Committee (Self-) Nominations (ECIR26)
by Yifei Yuan 15 Sep '25

15 Sep '25

=================================================================== Call for Program Committee (Self-) Nominations European Conference on Information Retrieval (ECIR) 2026 Deadline: September 28, 2025 Application form: https://forms.gle/LsvXHWEa859vi8LL8 =================================================================== Are you a Ph.D. student or at the early stage of your career looking to gain experience in reviewing scientific papers? Do you know someone who can be an excellent reviewer? The European Conference on Information Retrieval (ECIR) invites you to nominate yourself or others to join the Program Committee (PC) for the short paper track. To apply, please fill out this Google Form: https://forms.gle/LsvXHWEa859vi8LL8, which includes questions about your past experience and current research progress. Applications will be reviewed by the conference PC chairs and accepted people will be notifed. As a PC member, you will have the opportunity to read and evaluate submissions and contribute to the selection of high-quality research papers for presentation at the conference. You will also have the chance to interact with leading researchers in the field of information retrieval and build your network of contacts. The deadline for applications is September 28, 2025. If you have any questions, please do not hesitate to contact us. We look forward to your applications. ECIR Short Paper PC Chairs Mohammad, Sean, and Chrstine

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Call for Papers: JOHD Special Collection on Language Data Reuse
by Gorgaini, E. (Elisa) 15 Sep '25

15 Sep '25

Dear colleagues, We are pleased to invite contributions to a Special Collection of the Journal of Open Humanities Data (JOHD) dedicated to language data reuse. The special collection is titled “Language datasets reuse: opportunities, challenges, and best practices”. This Special Collection will highlight how existing deposited mono- and multilingual language datasets (in any modality) have been reused in research across the humanities. Contributions may also describe cases where dataset reuse led to the creation of a new dataset. We welcome papers that present both successful and less successful experiences of language data reuse, with reflection on encountered issues and lessons learned. Position papers on how data creators can maximize the future reuse potential of language datasets are also encouraged. We invite the following type of submission: * Discussion papers (3,000–5,000 words): Longer narratives illustrating the reuse of one or more existing deposited language datasets (preferably created by researchers other than the authors) or showcasing reuse-focused dataset design approaches. Papers should follow the discussion paper template for this Special Collection<https://docs.google.com/document/d/1LnlJPZX-lNQxtvAiI_9T3Bkio3V1bFKD/edit?u…>. Key information: * Submission deadline: 30 January 2026 * Submission link: https://account.openhumanitiesdata.metajnl.com/index.php/up-j-johd/submissi… * Publication fees: Waivers are available upon request. For papers describing reuse of datasets hosted in a CLARIN centre, publication fees may be covered by CLARIN. Guest Editorial Team * Darja Fišer (Executive Director of CLARIN; University of Ljubljana; Institute of Contemporary History, Slovenia) * Francesca Frontini (ILC-CNR, Pisa; CLARIN-IT;, Italy) Coordinating Editor * Paola Marongiu (ILC-CNR, Pisa) We look forward to your contributions and to advancing the conversation on the reuse of language data in the humanities. With best regards, The Special Collection Editorial Team --- Elisa Gorgaini Communication Officer - CLARIN ERIC Utrecht University | Drift 10, 3512 BS Utrecht, The Netherlands e.gorgaini(a)uu.nl<mailto:e.gorgaini@uu.nl> | elisa(a)clarin.eu<mailto:elisa@clarin.eu> www.clarin.eu<https://www.clarin.eu>

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Fully-funded PhD positions in NLP at University of Turku, Finland
by Shaoxiong Ji 13 Sep '25

13 Sep '25

The TurkuNLP research group at the University of Turku, Finland is seeking two fully-funded PhD Researchers to join our team! These PhD positions are part of HAIF (Human-Centric Artificial Intelligence for Sustainable Future), a prestigious doctoral training project, funded by the European Union’s Horizon Europe research and innovation programme’s Marie Skłodowska-Curie Action. Our research is at the forefront of NLP, covering key areas such as: - Large language models - Large corpora - Multilingual methods - Health applications of NLP Check out the website https://haif.utu.fi/ for details Reach out to shaoxiong.ji(a)utu.fi if you’re interested in multilingual LLMs and health applications. Application deadline: 30 September, at 15:00 (Helsinki/Europe).

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Deadline Extended – Last Call for Participation: 2nd UniDive Training School on Linguistic Diversity in NLP
by Santiago Herrera 12 Sep '25

12 Sep '25

Dear all, This is the last call, with an extended deadline, to invite everyone interested to attend the 2nd UniDive Training School on Linguistic Diversity in NLP. Dates: 20-24 January, 2026 (Tuesday-Saturday) Location: Yerevan State University (YSU), Yerevan, Armenia Coordinating Project: UniDive (Universality, Diversity and Idiosyncrasy in Language Technology) Website: https://unidive.lisn.upsaclay.fr/doku.php?id=meetings:other-events:2nd_unid… <https://www.google.com/url?q=https://www.google.com/url?q%3Dhttps://unidive…>Cost: Participants selected on the basis of their applications will be reimbursed, details below. We are happy to announce the 2nd edition of UniDive Training School on Universality, Diversity and Idiosyncrasy in Language Technology. It is dedicated mainly (but not exclusively) to young researchers and investigators. Researchers working on low-resourced languages, dialects and varieties are particularly welcome. See below for the application details. TRAINING SCHOOL ACTIVITIES Courses Linguistic Typology for NLP researchers: Methods and Resources in the 21st century <https://www.google.com/url?q=https://www.google.com/url?q%3Dhttps://unidive…> - by Harald Hammarström (Uppsala University, Sweden) and Luigi Talamo (Saarland University, Germany) Large Language Models for Low-Resourced Languages: Hands-On Approaches to Cultural and Genre Diversity in NLP <https://www.google.com/url?q=https://www.google.com/url?q%3Dhttps://unidive…> - by Maria Carp (Romanian Academy, Bucharest, Romania) and Nina Hosseini-Kivanani (RTL Luxembourg and University of Luxembourg) Diversity quantification in natural language processing: The why, what, where and how <https://www.google.com/url?q=https://www.google.com/url?q%3Dhttps://unidive…> - by Louis Estève <https://www.google.com/url?q=https://www.google.com/url?q%3Dhttps://www.lis…> (Université Paris-Saclay, CNRS, France), Marie-Catherine de Marneffe (Université Catholique Louvain, Belgium), Nurit Melnik (The Open University, Israel), Agata Savary <https://www.google.com/url?q=https://www.google.com/url?q%3Dhttps://perso.l…> (Université Paris-Saclay, CNRS, France) and Olha Kanishcheva (Heidelberg University, Germany, SET University, Ukraine) Poster sessions Brainstorming hackathon on open issues submitted by the trainees CALL FOR APPLICATIONS Each applicant should submit a project related to language diversity and the topics of the training school (e.g., research in fields such as linguistic variation, diversity, typology, and computational linguistics, including specific topics like diversity quantification across textual genres, corpora and languages). The length of the application should be 2 pages (excluding references). The application should contain: The title Applicant’s name and affiliation (including the country of the affiliation) A list of 3-4 key-words Description of the project related to the topics of the training school Explanation how the participation in the training school will be useful for the project Short statement of the project phase (planned, started, ongoing) The projects are to be submitted via the OpenReview portal <https://www.google.com/url?q=https://openreview.net/group?id%3DUniDive/2025…> IMPORTANT DATES Trainee's application deadline: 19 September, 2025 (AoE) Acceptance notification: 24 October, 2025 Invitations for visas (if needed): 27 October, 2025 Official confirmations of travel grants: early November Training school: January 20-24, 2026 TRAINEE’S SELECTION CRITERIA We can fund about 40 trainees to come to Yerevan (additionally to local trainees). In case of a larger number of candidates, the selection criteria will include: Trainee’s country: trainees only from COST countries and Near-Neighbour Countries can be funded. See here and here Age: Young Researchers and Investigators, i.e. under the age of 40, are promoted Gender and geographical balance (notably between Inclusiveness Target Countries and others COST countries) Relevance and quality of the project submitted by the trainee Status of the languages, dialects, or varieties on which the trainee intends to work (low-resourced languages, dialects, or genres are promoted) If you are not selected on the basis of these criteria and you can find other financial sources to cover your travel, accommodation and meals, you are also welcome to participate. The authors of the selected projects will present them in a poster session during the Training School. PROGRAM CHAIRS Victoria Bobicev Anna Danielyan Santiago Herrera Esther Ploeger Wessel Poelman Ranka Stanković Abigail Walsh For any question, please contact the organisers at adanielyan82(a)gmail.com <mailto:adanielyan82@gmail.com> and s.herrera(a)parisnanterre.fr <mailto:s.herrera@parisnanterre.fr> Looking forward to seeing you in Yerevan, Program Chairs

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The 33rd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2026): First Combo Call for Workshop Papers
by Announce 12 Sep '25

12 Sep '25

*** First Combo Call for Workshop Papers *** The 33rd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2026) 17 March, 2026, 5* St. Raphael Resort and Marina, Limassol, Cyprus https://conf.researchr.org/track/saner-2026 SANER 2026 will feature the following workshops. Please visit the workshops' websites and/or contact their organisers for more details. SQA4AI – Software Quality Assurance for Artificial Intelligence https://sqa4ai-ws.github.io Greenvolve – The Green Software Evolution Workshop https://greenvolve.github.io Fairness 2026 – 2nd International Workshop on Fairness in Software Systems https://fairnessworkshop.github.io F-TRANSFER – Facilitating Continuous Education and Training Through AI in SE https://www.cs.ubbcluj.ro/~avescan/f-transfer-2026/ IWBOSE 2026 – Ninth International Workshop on Blockchain Oriented Software Engineering https://www.agile-group.org/iwbose2026/ VST 2026 – 9th Workshop on Validation, Analysis and Evolution of Software Tests https://vstworkshop.github.io/vst2026/ MSR4P&S 2026 – 4th International Workshop on Mining Software Repositories Applications for Privacy and Security https://msr4ps.github.io SUBMISSION LINK https://easychair.org/my/conference?conf=saner2026 IMPORTANT DATES • Abstract Submission: 12 December, 2025 • Paper Submission: 18 December, 2025 • Notification: January 14, 2026 • Camera-Ready: 20 January, 2026 All dates are 23:59h AoE (anywhere on Earth). ORGANISATION General Chair • Georgia Kapitsaki, University of Cyprus, Cyprus Local Organizing Chair • George Angelos Papadopoulos, University of Cyprus, Cyprus Workshops and Tutorials Co-Chairs • Marcelo De Almeida Maia, Federal University of Uberlandia, Brazil • Juri Di Rocco, University of L'Aquila, Italy

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Postdoc in Computational Social Science
by Marco Kuhlmann 12 Sep '25

12 Sep '25

The Swedish Excellence Centre for Computational Social Science (SweCSS) is seeking a Postdoctoral Fellow. As a postdoctoral fellow, your main task will be to conduct independent, innovative research in computational social science. SweCSS researchers combine large-scale data, computational methods, and theory-driven approaches to better understand society. The center aims to position Sweden at the forefront of international CSS research and to serve as an educational hub and global research node. More details about the position and how to apply: https://liu.se/en/work-at-liu/vacancies/27295 Read more about SweCSS: https://liu.se/en/research/swecss For any questions about the position or the centre, feel free to contact me. Best regards Marco Kuhlmann Professor Department of Computer and Information Science Linköping University

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PhD position in Argumentative AI & NLP (University of St.Gallen)
by Niklaus, Christina 12 Sep '25

12 Sep '25

Dear all, We have an open PhD position in Argumentative AI and NLP at the University of St.Gallen (Switzerland), starting 1 November (or by agreement). The position focuses on developing methods to evaluate reasoning in LLMs, with a particular focus on argumentation, human–AI interaction, and evaluation frameworks. The successful candidate will design evaluation approaches, build interactive tools, and collaborate with experts from NLP, philosophy, and AI ethics. More details and how to apply: https://jobs.unisg.ch/offene-stellen/research-assistant-doctoral-candidate-… Best regards, Christina Niklaus Assistant Professor Institute of Computer Science University of St.Gallen

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Tenure-track faculty position in Language Technology - Saarland University and DFKI
by Alexander Koller 12 Sep '25

12 Sep '25

Hi all, reminder: we are currently looking for an excellent colleague to fill a faculty position in Language Technology. This is a joint appointment between the Department of Language Science and Technology at Saarland University and the German Research Center for Artificial Intelligence (DFKI). It is a tenure-track position (W2 -> W3 on the German payscale) that is suitable for young researchers a couple of years after their PhD. You will join one of the most active research sites in NLP and Informatics in Europe and, over time, grow into leading the Language Technology group at DFKI. Through DFKI, you will have access to an extensive global network of industry and other partners. This dual role offers a unique platform for high-impact research and meaningful societal engagement at a scale rarely achievable elsewhere. Please find the full job ad under this link: https://tinyurl.com/saar-lt . The application deadline is September 26. Best, Alexander Koller.

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[CfP] ECIR 2026: Reprod. & IR-for-Good abstracts Oct 14/21
by Yifei Yuan 10 Sep '25

10 Sep '25

Announcing the call for papers for #ECIR2026 IR-for-Good Track: https://ecir2026.eu/calls/call-for-ir-for-good-papers Abstracts due: Oct 21 Papers due: Oct 28 ---------------------------------------------------------------------- This year, we are revamping the #IR4Good track as a core track at the conference which will run alongside the main conference, not on workshop day. The special track will be a platform to highlight top societally-motivated IR research. We strongly encourage authors to submit societally-motivated papers to this special track. We invite contributions that explore new positions, critiques, tools, methods, datasets, and interventions for IR-for-Good, including works informed by interdisciplinary perspectives. Topics of interest for the #IR4Good track include how IR research and practices can contribute towards realizing more equitable, emancipatory, and sustainable collective futures. ----------------------------------- Theories of Change To ensure desired societal impact, this year we require all submissions that propose new tools, methods, datasets, and interventions to explicitly and rigorously argue how the work contributes towards positive social outcomes. Authors should critically engage with these questions, not just as an afterthought. Do not inflate your claims of societal impact, instead rigorously deliberate on your sociotechnical assumptions and potential negative externalities. Please see the CFP for example cases illustrating the kind of critical reflections we want to encourage authors and reviewers to engage in when claiming societal impact. Position papers and critiques are exempted from this requirement. We are looking forward to your submissions to the track. Please don’t hesitate to reach out to us if you have any questions.

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Invitation to Submit Shared Task Proposal for CL4Health 2026 Workshop
by Gupta, Deepak (NIH/NLM) [C] 09 Sep '25

09 Sep '25

Dear all, LREC workshop proposals are due in a month. We are in the process of preparing a proposal for CL4Health workshop in LREC 2026. If you intend to propose a shared task to be collocated with CL4Health 2026, we kindly invite you to submit a description of your task, outlining its motivation, objectives, datasets, and evaluation methodology. The descriptions of the accepted tasks will be included into the CL4Health workshop proposal. The deadline for submitting your description is September 16. Thank you, Deepak Gupta Division of Intramural Research National Library of Medicine, NIH

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New book published
by Susan Hunston 09 Sep '25

09 Sep '25

Dear colleagues You may be interested in this book, just published by Cambridge University Press: S. Hunston, Pattern, Construction, System: A unified approach to grammar and lexis. It seeks to integrate three approaches to lexis and grammar: Pattern Grammar, Construction Grammar and Systemic Functional Grammar. The book is available in hard copy and the electronic version is available Open Access. Thanks to Leverhulme and the University of Birmingham for making this free access possible. Best wishes Susan Professor Susan Hunston Department of Linguistics and Communication University of Birmingham Birmingham B15 2TT UK Tel: +44 121 414 5675 Email: s.e.hunston(a)bham.ac.uk

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Call for Papers – ACM TIST Special Issue on Interactive Storytelling
by Pasquale Lisena 09 Sep '25

09 Sep '25

September is a great time to plan your next publication. We are pleased to invite submissions to the ACM Transactions on Intelligent Systems and Technology (TIST) special issue on: New Frontiers in Interactive Storytelling and Computational Models of Narrative This special issue focuses on the integration of knowledge-driven approaches (ontologies, knowledge graphs, symbolic reasoning) with LLMs and Generative AI to advance computational storytelling and narrative-centered systems. Topics of interest include (but are not limited to): Knowledge graphs for narrative structure, emotions, and values Culturally- and socially-aware language models Semantic Web interfaces for interactive storytelling Narrative planning in human-robot interaction Explainability and ethics in automated storytelling Creative and educational applications of computational narratives Empirical studies and evaluation of narrative systems Important Dates: Submission deadline: December 1, 2025 Tentative publication: October 15, 2026 📄 Full Call for Papers: https://dl.acm.org/pb-assets/static_journal_pages/tist/cfps/ACM-TIST-CFP-St… Guest Editors: Belén Dìaz Agudo, Pasquale Lisena, Paul Mulholland, Maria Angela Pellegrino We look forward to your contributions and to shaping together the future of computational storytelling. Best regards, The Guest Editors -- Pasquale Lisena EURECOM, Campus SophiaTech 450 route des Chappes, 06410 Biot, France e-mail: pasquale.lisena(a)eurecom.fr site: http://pasqlisena.github.io/

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Corpus MOOC starts 15 September
by Brezina, Vaclav 09 Sep '25

09 Sep '25

Dear all, We’re excited to share a unique opportunity with you: Lancaster University’s free MOOC on Corpus Linguistics and New Technologies: Data, Language, Society begins on 15 September. 👉 Find out more and register here<https://www.edx.org/learn/social-sciences/lancaster-university-corpus-lingu…>. [https://www.edx.org/learn/social-sciences/lancaster-university-corpus-lingu…] This course is an excellent chance to explore how corpus linguistics and digital tools can be applied to the study of language in society. Highlights of this new edition include: * The release of #LancsBox X, featuring a powerful new annotation tool. * A brand new lecture on corpus linguistics in the context of AI and emerging technologies. * The opportunity to join free of charge in audit mode, with the option of a paid certificate for those interested. Please feel free to share this information with your contacts who may also be interested. We hope many of you will take advantage of this course! Best regards, Vaclav Professor Vaclav Brezina Professor in Corpus Linguistics ESRC Centre for Corpus Approaches to Social Science Faculty of Arts, Humanities and Social Sciences, Lancaster University Lancaster, LA1 4YD Office: County South T: +44 (0)1524 510828 [cid:image001.png@01DC2177.721F9710]@vaclavbrezina [cid:image002.png@01DC2177.721F9710]<http://www.lancaster.ac.uk/arts-and-social-sciences/about-us/people/vaclav-…>

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[CfP] CHOMPS Shared Task: SHROOM-CAP, the Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications
by Federica Gamba 08 Sep '25

08 Sep '25

TL;DR SHROOM-CAP is an Indic-centric shared task co-located with CHOMPS-2025 to advance the SOTA in hallucination detection for scientific content generated with LLMs. We have annotated hallucinated content in 5 high-resource languages and surprisal 4 low-resource Indic languages using top-tier LLMs. Participate in as many languages as you like by accurately detecting the presence of hallucinated content. Stay informed by joining our Google group! Full Invitation We are excited to announce the SHROOM-CAP shared task on cross-lingual hallucination detection for scientific publication (link to website). We invite participants to detect whether or not there is hallucination in the outputs of instruction-tuned LLMs within a cross-lingual scientific context. About This shared task builds upon our previous iteration, SHROOM, with three key highlights: LLM-centered, cross-lingual annotations & hallucination and fluency prediction. LLMs frequently produce "hallucinations," where models generate plausible but incorrect outputs, while the existing metrics prioritize fluency over correctness. This results in an issue of growing concern as these models are increasingly adopted by the public. With SHROOM-CAP, we want to advance the state-of-the-art in detecting hallucinated scientific content. This new iteration of the shared task is held in a cross-lingual and multimodel context: we provide data produced by a variety of open-weights LLMs in 5+4 different high and low resource languages (English, French, Spanish, Hindi, Italian, and to-be-later-revealed Indic languages). Participants are invited to participate in any of the languages available and are expected to develop systems that can accurately identify hallucinations in generated scientific content. Additionally, participants will also be invited to submit system description papers, with the option to present them in oral/poster format during the CHOMPS workshop (collocated with IJCNLP-AACL 2025, Mumbai, India). Participants that elect to write a system description paper will be asked to review their peers’ submissions (max 2 papers per author). Key Dates: All deadlines are “anywhere on Earth” (23:59 UTC-12). - Train set available by: 31.07.2025 - Validation set available by: 05.09.2025 - Test set available by: 05.10.2025 - Test phase ends: 12.10.2025 - Leaderboard release: 15.10.2025 - System description papers due: 25.10.2025 - Notification of acceptance: 05.11.2025 - Camera-ready due: 11.11.2025 - Proceedings due: 01.12.2025 - CHOMPS workshop: 23/24th December 2025 (co-located with IJCNLP-AACL 2025) Evaluation Metrics: Participants will be ranked along two criteria: 1. factuality mistakes measured via macro-F1 gold reference vs. predicted; 2. fluency mistakes measured via macro-F1 gold reference vs. predicted based on our annotations. Rankings and submissions will be done separately per language: you are welcome to focus only on the languages you are interested in! How to Participate: - Register: Please register your team https://forms.gle/hWR9jwTBjZQmFKAE7 and join our google group: https://groups.google.com/g/shroomcap - Submit results: use our platform to submit your results before 12.10.2025. The submission platform is now available at: https://shroomcap.pythonanywhere.com/submission/ - Submit your system description: system description papers should be submitted by 25.10.2025. Want to be kept in the loop? Join our Google group mailing list! We look forward to your participation and to the exciting research that will emerge from this task. Best regards, SHROOM-CAP organizers

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Call for Participation: SemEval 2026 Task 1 on Humor Generation - MWAHAHA
by Luis Chiruzzo - Inco 08 Sep '25

08 Sep '25

*** Call for Participation for MWAHAHA at SemEval 2026 (Task 1) *** Can computers be funny? MWAHAHA – Models Write Automatic Humor And Humans Annotate at SemEval 2026 (Task 1) https://pln-fing-udelar.github.io/semeval-2026-humor-gen/ While Humor Understanding has been the focus of many shared tasks, Humor Generation remains an even more challenging and largely unexplored frontier. MWAHAHA, which stands for Models Write Automatic Humor And Humans Annotate, is SemEval 2026's Task 1 <https://semeval.github.io/SemEval2026/> and is the first task dedicated to advancing the state of the art in Computational Humor Generation. We invite participants to develop systems capable of generating genuinely humorous content under various constraints. Our goal is to push models beyond memorization and towards true humorous creativity. By using carefully designed constraints, we aim to ensure fairness in evaluation and encourage the generation of novel jokes. This task has significant implications for more engaging conversational AI, creative writing tools, and a deeper understanding of the complex nature of humor itself. The task is organized into two subtasks: - Subtask A: Text-based Humor Generation Systems must generate jokes following constraints (related to a news headline, or containing certain words). This subtask is in English, Spanish, and Chinese. - Subtask B: Image-Based Caption Generation Systems must generate a free-form humorous caption given a GIF image that enhances its comedic effect. This subtask is in English only. The participating systems will be evaluated based on human preferences on 1-on-1 arena-style battles. To participate in this task, please join our CodaBench competition: https://www.codabench.org/competitions/9719/ Important Dates: * Development data release: September 1, 2025 * Evaluation trial phase starts: October 1, 2025 * Evaluation trial phase ends: December 15, 2025 * Evaluation period starts: January 10, 2026 * Evaluation period ends: January 31, 2026 * System description paper submission: February 28, 2026 * Notification of acceptance: March 31, 2026 * Camera-ready papers due: April 30, 2026 * SemEval 2026 Workshop: July 2026

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The Annual ACM Conference on Intelligent User Interfaces (IUI 2026): Third Call for Tutorial Proposals
by Announce 08 Sep '25

08 Sep '25

*** Third Call for Tutorial Proposals The Annual ACM Conference on Intelligent User Interfaces (IUI 2026) March 23-26, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://iui.hosting.acm.org/2026/ We are pleased to invite proposals for tutorials to be held in conjunction with the Annual International ACM Conference on Intelligent User Interfaces (ACM IUI 2026), Paphos, Cyprus. Tutorials aim to provide fundamental knowledge and experience on topics related to intelligent user interfaces and the intersection between Human-Computer Interaction (HCI) and Artificial Intelligence (AI). We welcome proposals for a wide range of *full-day*, *half-day* or *quarter-day* tutorial formats and activities, that provide a structured instruction on topics aligned with the conference theme, such as HCI methods, AI techniques, methodological frameworks, tools, labs or hands-on experiences for building intelligent user interfaces. Review and Oversight by Tutorial Chairs Proposals will be reviewed and evaluated by the Workshop and Tutorial Chairs. Tutorial summaries will be included in the ACM Digital Library for ACM IUI 2026. Responsibilities of Tutorial Organizers • Create and maintain a dedicated website with Tutorial information. The IUI Website 2026 will link to this page. • Facilitate the planned activities, including, discussions, and/or interactive elements. • Submit a tutorial summary for inclusion in the ACM Digital Library. Proposal Format Tutorial proposals should be a maximum of four pages long (single-column format). Prepare your submission using the latest templates: Word Submission Template (https://authors.acm.org/binaries/content/assets/publications/taps/acm_submi…), or the LaTex Template (https://authors.acm.org/proceedings/production-information/preparing-your-a…). For Latex, please use “\documentclass[manuscript,review]{acmart}”. The proposals should be organized as follows: • Name and title: A one-word acronym and a full title. Please indicate “(Tutorial)” after the title. • Abstract: A brief summary of the tutorial. • Description of tutorial topic: Should discuss the relevance of the proposed topic to IUI and its interest for the IUI 2026 audience. Include a concise discussion of why this tutorial is particularly relevant for the intended audience and how it will complement and enhance topics covered at the main conference. • Previous history: List of previous tutorials on this topic, including the conferences that hosted them and the number of participants. • Organizer(s): Names, affiliations, emails, and web pages of the organizer(s). Provide a brief description of the background of the organizer(s). Strong proposals normally include organizers who bring differing perspectives on the topic and are actively connected to the communities of potential participants. Please provide a list of other tutorials organized by the organizers in the past. • Participants: Include a statement of how many participants you expect and how you plan to invite participants for the tutorial. If possible, include the names of at least 10 people who have expressed interest in participating in the tutorial. • Tutorial activities: A brief description of the format regarding the mix of events or activities, such as hands-on practical exercises, and general discussion. Please also list here any materials you will make available to tutorial participants, such as slides, access to hardware or software, and handouts. • Planned outcomes of the tutorial: What are you hoping to achieve by the end of the tutorial? Please list here any planned publications or other outcomes expected. • Length: Full-day or half-day or quarter-day proposals (the latter roughly 1.5 hours). Submission Platform • All materials must be submitted electronically to PCS 2.0 http://new.precisionconference.com/~sigchi by the proposal submission deadline. • In PCS 2.0, first click "Submissions" at the top of the page, from the dropdown menus for society, conference, and track, select "SIGCHI", "IUI 2026", and then “IUI 2026 Tutorials”, respectively, and press "Go". We encourage both researchers and industry practitioners to submit tutorial proposals. Prospective organizers are encouraged to contact the Workshop and Tutorial Chairs in advance (workshops2026(a)iui.acm.org) to discuss ideas, receive feedback, or seek assistance in preparing engaging proposals. Important Dates (AoE) • Tutorial Proposals: October 17, 2025 • Tutorial Decision Notification: November 21, 2025 Workshop and Tutorial Chairs Karthik Dinakar, Pienso, USA Werner Geyer, IBM Research, USA Patricia Kahr, University of Zurich, Switzerland Antonela Tommasel, CONICET, Argentina

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Vacant 2-year position at the Tromsø Repository of Language and Linguistics (TROLLing)
by Philipp Conzett 06 Sep '25

06 Sep '25

At UiT The Arctic University of Norway, we have a vacant 2-year position in the project Next-generation research infrastructure for language and linguistics (TROLLing 2030). Note that the position requires good working knowledge of Norwegian or another Scandinavian language (Danish or Swedish). For more information, see the job announcement: https://www.jobbnorge.no/nn-no/ledige-stillingar/stilling/285906/toaarig-pr… Best, Philipp ------------------- Philipp Conzett UiT The Arctic University of Norway

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PhD position on Academic Literacy Development in Dutch and English Academic Programmes
by Jelke Bloem 05 Sep '25

05 Sep '25

Dear all, We have a fully funded PhD position available on the intersection of NLP and applied linguistics, starting in January 2026 or as soon as possible thereafter. This is a position at the Amsterdam Center for Language and Communication (ACLC)<https://aclc.uva.nl/> of the University of Amsterdam. It is part of our NRO-funded project on language-related degree-awarding gaps in Dutch higher education<https://www.nro.nl/onderzoeksprojecten/watching-our-language-curriculum-inn…>. The succesful candidate will develop LLM-based scoring metrics of text quality for Dutch and English, among other ideas. The candidate will be supervised by Jelke Bloem<https://www.uva.nl/profiel/b/l/j.bloem/j.bloem.html> and Caitlin Meyer<https://www.uva.nl/profiel/m/e/c.m.meyer/c.m.meyer.html>. We welcome applications from candidates with a NLP/AI background and an interest in language and higher education. We do ask for B1-level Dutch skills for this position. Closing date: Oct 3, 2025. The position is expected to start in January 2026. More details and to apply: https://werkenbij.uva.nl/en/vacancies/phd-position-on-academic-literacy-dev… Best regards, Jelke Bloem Assistant Professor in Computational Humanities Institute for Logic, Language and Computation University of Amsterdam

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Call for Participation DHASA Conference and RAIL workshop 2025
by Menno Van Zaanen 05 Sep '25

05 Sep '25

Call for Participation DHASA Conference and RAIL workshop 2025 https://dh2025.digitalhumanities.org.za https://sadilar.org/en/rail-2025/ DHASA conference dates: 11 November 2025-14 November 2025 RAIL workshop date: 10 November 2025 Conference venue: CSIR ICC, Pretoria, South Africa Registration: https://dh2025.digitalhumanities.org.za/registration/ DHASA CONFERENCE Theme: The role of humanities in digital humanities and artificial intelligence The Digital Humanities Association of Southern Africa (DHASA) is pleased to announce its fifth conference, focusing on the theme The role of humanities in digital humanities and artificial intelligence. In a region where the field of Digital Humanities is still relatively underdeveloped, this conference aims to address this gap and foster growth and collaboration in the field. The conference offers an opportunity for researchers interested in showcasing their work in the broad field of Digital Humanities to come together. By doing so, the conference provides a comprehensive overview of the current state-of- the-art in Digital Humanities, particularly within the Southern Africa region. As such, we welcome submissions related to Digital Humanities research conducted by individuals from Southern Africa or research focused on the geographical area of Southern Africa in the broad sense. Furthermore, the conference serves as a platform for information sharing and networking among researchers passionate about Digital Humanities. By bringing together experts working on Digital Humanities in Southern Africa or with a focus on Southern Africa, we aim to promote collaboration and facilitate further research in this dynamic field. In addition to the main conference, affiliated workshops and tutorials will be organised, providing researchers with valuable insights into novel technologies and tools. These supplementary events are designed for researchers interested in specific aspects of Digital Humanities or seeking practical information to enter or advance their knowledge in the field. The DHASA conference welcomes interdisciplinary contributions from researchers in various domains of Digital Humanities, including, but not limited to, language, literature, visual art, performance and theatre studies, media studies, music, history, sociology, psychology, language technologies, library studies, philosophy, methodologies, software and computation, AI, and more. Our goal is to cultivate an inclusive scientific community of practice within Digital Humanities. RAIL WORKSHOP Them: Language resources in the age of large language models The sixth Resources for African Indigenous Languages (RAIL) workshop will be co-located with the Digital Humanities Association of Southern Africa (DHASA) 2025 conference at the CSIR International Convention Centre in Pretoria, South Africa, on 10 November 2025. The RAIL workshop is an interdisciplinary platform for researchers working on African indigenous languages resources such as natural languages processing (NLP) tools, Human Language Technologies (HLT), data collections, and annotations. This workshop aims to foster a scientific community of practice that focuses on computational linguistic tools and data that are designed for or applied to the indigenous languages of Africa. Many African languages are under-resourced while only a few are considered to be somewhat better resourced. These languages often share interesting properties such as writing systems, making them different from most high-resourced languages. From a computational perspective, these languages lack enough corpora to undertake high level development of NLP and HLT tools, which in turn impedes the development of African languages in these areas. During previous workshops, it was noted that the problems and solutions presented were not only applicable to African languages but were also relevant to many other low-resource languages across the world. Because these languages share similar challenges, this workshop provides researchers with opportunities to work collaboratively on issues of language resource development and learn from each other. The RAIL workshop has several aims. First, the workshop brings together researchers who work on African indigenous languages, forming a community of practice for people working on indigenous languages. Second, the workshop aims to reveal currently unknown or unpublished existing resources (corpora, NLP tools, and applications), resulting in a better overview of the current state-of-the-art, and also allows for discussions on novel, desired resources for future research in this area. Third, it enhances sharing of knowledge on the development of low-resource languages. Finally, it enables discussions on how to improve the quality as well as availability of the resources. Organising Committees DHASA conference Aby Louw, Council for Scientific and Industrial Research Andiswa Bukula, South African Centre for Digital Language Resources Avi Moodley, Council for Scientific and Industrial Research Franco Mak, Council for Scientific and Industrial Research Franziska Pannach, Rijksuniversiteit Groningen Ilana Wilken, Council for Scientific and Industrial Research Johannes Sibeko, Nelson Mandela University Juan Steyn, South African Centre for Digital Language Resources Laurette Marais, Council for Scientific and Industrial Research Marissa Griesel, South African Centre for Digital Language Resources Menno van Zaanen, South African Centre for Digital Language Resources Privolin Naidoo, Council for Scientific and Industrial Research Sthembiso Mkhwanazi, Council for Scientific and Industrial Research RAIL workshop Rooweither Mabuya, South African Centre for Digital Language Resources Muzi Matfunjwa, South African Centre for Digital Language Resources Mmasibidi Setaka, South African Centre for Digital Language Resources Menno van Zaanen, South African Centre for Digital Language Resources -- Prof Menno van Zaanen menno.vanzaanen(a)nwu.ac.za Professor in Digital Humanities South African Centre for Digital Language Resources https://www.sadilar.org ________________________________ NWU PRIVACY STATEMENT: http://www.nwu.ac.za/it/gov-man/disclaimer.html DISCLAIMER: This e-mail message and attachments thereto are intended solely for the recipient(s) and may contain confidential and privileged information. Any unauthorised review, use, disclosure, or distribution is prohibited. If you have received the e-mail by mistake, please contact the sender or reply e-mail and delete the e-mail and its attachments (where appropriate) from your system. ________________________________

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1-Year Postdoc Opportunity : Ambiguity, Argumentation, LLMs
by Victor David 05 Sep '25

05 Sep '25

1-Year Postdoc Opportunity : Ambiguity, Argumentation, LLMs Location: Inria Sophia-Antipolis France Supervisor: Victor David, Anthony Hunter, Serena Villata We are looking for a motivated postdoctoral researcher with a strong background in computational argumentation or natural language processing, to join a new project exploring how machines can reason over ambiguous information. The core aim is to develop innovative methods for interpreting and reasoning about ambiguous statements using structured representations as argumentation frameworks. The project explores fundamental challenges in explainability, ambiguity-aware interpretation, and structured reasoning. To apply, please send a brief email including your CV and a short summary of your research background to victor.david(a)inria.fr <mailto:victor.david@inria.fr>. Best regards, -- Victor DAVID ISFP Researcher at INRIA Sophia Antipolis

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CALL FOR BIDS TO HOST EACL 2027
by ACL Announcements 05 Sep '25

05 Sep '25

*CALL FOR BIDS TO HOST EACL 2027* The European Chapter of the Association for Computational Linguistics (EACL) invites expressions of interest to host the 2027 EACL conference, to be held in Europe, the West Asia, or Africa (EMEA) in Spring (preferably April/May) 2027. The 2027 conference will be the 19th meeting of the EACL. *At this stage, we seek draft proposals from prospective bidders.* These will be evaluated and promising bidders will be asked to provide additional information for the final selection. Draft bid proposals (due *September 30th, 2025*) should include information on all of the following items: 1. *Proposed dates:* in Spring (preferably late March/ early April) 2027 2. *Location:* city and conference venue. Indicate whether the conference would be held at a university, a hotel or a convention center. Bear in mind that EACL is growing. While EACL 2014 (in Gothenburg) had 520 registered participants, EACL 2027 (in Valencia) had 680 registered participants, and EACL 2024 (in Malta) had over 800 participants. So please suggest a location that could host * About 1000 participants for plenary sessions; * plus at least 4 conference rooms hosting parallel sessions (200-250 people each); * a large poster or exhibit room; * 11 rooms on the workshops/tutorials days among which at least two host 200 participants and the others 60 participants; * and rooms for demos, small meetings and registration. 3. *Local arrangements team:* local chair/co-chair, committee, volunteer labour (e.g. students), registration handling. The local arrangements team will be responsible for activities such as arranging meeting rooms, equipment, refreshments, accommodation, on-site registration, participant internet access, the reception, the conference dinner, and working with the other chairs and the EACL Board to develop the budget and registration materials. Indicate whether a professional conference organizer (PCO) will be involved in the organization. Also, indicate whether any national/regional associations for Computational Linguistics would be on board of the local organization. *The final bids (to be submitted for the shortlisted proposals) will also need to include detailed information on the following items:* 1. Computing/wifi/audiovisual: whether there will be desktop/laptop in conference rooms and high-speed wireless Internet access, what the audiovisual facilities are 2. Printing of conference booklet 3. Food catering including breaks, reception, poster sessions and conference dinner 4. Accommodation options at the venue, including low-cost student accommodation 5. Travel alternatives to the venue from Europe and beyond 6. Social events including infrastructure for banquet/other social event and reception --- 7. Potential for local sponsorships 8. Opportunities for co-location with other meetings 9. The costs related to all of the above items, which should be indicated in the expenses spreadsheet (template provided below). The proposals will be evaluated with respect to a number of criteria, including (unordered): - Adequacy of conference and exhibit facilities for the anticipated number of registrants - Adequacy of accommodations and food services (in a range of price categories) and proximity to the conference facilities - Adequacy of expenses projections and expected surplus - Appropriateness of proposed dates - Geographical and national balance with regard to previous EACL and ACL conferences, and other major Natural Language Processing conferences held in EMEA - Co-location with national/regional conferences - Experience of the local arrangements team - Local CL community support - Local government and industry support - Appropriateness of expected registration fees - Accessibility of the proposed site Reports, lessons learnt and successful bids from previous years: EACL 23 report [1]https://www.romanklinger.de/blog-assets/2023-05-12/eacl2023-conf-report.pdf [2] and the EACL conference handbook: https://2024.eacl.org/downloads/handbook.pdf [3] Please send your expressions of interest electronically to the EACL Board: eacl-info(a)aclweb.org with a copy to eacl-secretary(a)aclweb.org The EACL board encourages groups who intend to submit a proposal to ask questions about how to prepare the proposal. *Important Dates:* 30th September 2025: Deadline for draft bids November 2025: Feedback to bidders, announcement of shortlist of bidders December 2026: Deadline for final bids March 2026: Final bid chosen (to be publicly announced in July at ACL2025) April/May 2027: EACL Conference Links: ------ [1] http://aclweb.org/adminwiki/index.php?title=2017Q3_Reports:_EACL_2017 [2] https://www.romanklinger.de/blog-assets/2023-05-12/eacl2023-conf-report.pdf [3] https://2024.eacl.org/downloads/handbook.pdf

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Computational Linguistics in the Netherlands 35: Call for Participation
by Vincent Vandeghinste 04 Sep '25

04 Sep '25

We're reaching out one final time to invite you to register for the annual CLIN conference on computational linguistics, which will take place in Leuven on September 12th, 2025. If you're not sure whether CLIN is for you, have a look at the programme before deciding! We've got 44 oral presentations lined up as well as 76 posters, as well as a keynote by Marie-Catherine de Marneffe on human label variation in NLI. (https://clin35.ccl.kuleuven.be/programme) If you find something that catches your eye, you can register here https://clin35.ccl.kuleuven.be/registration [1]. We will prepare goodie bags and badges early next week, so if you would like a nicely printed badge, we urge you to register by Monday 8/9. Links: ------ [1] https://clin35.ccl.kuleuven.be/registration

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2nd Call for Participation: the 2nd UniDive Training School on Linguistic Diversity in NLP
by Santiago Herrera 03 Sep '25

03 Sep '25

Dear all, We invite everyone interested to attend the 2nd UniDive Training School on Linguistic Diversity in NLP. Dates: 20-24 January, 2026 (Tuesday-Saturday) Location: Yerevan State University (YSU), Yerevan, Armenia Coordinating Project: UniDive (Universality, Diversity and Idiosyncrasy in Language Technology) Website: https://unidive.lisn.upsaclay.fr/doku.php?id=meetings:other-events:2nd_unid… <https://www.google.com/url?q=https://unidive.lisn.upsaclay.fr/doku.php?id%3…>Cost: Participants selected on the basis of their applications will be reimbursed, details below. We are happy to announce the 2nd edition of UniDive Training School on Universality, Diversity and Idiosyncrasy in Language Technology. It is dedicated mainly (but not exclusively) to young researchers and investigators. Researchers working on low-resourced languages, dialects and varieties are particularly welcome. See below for the application details. TRAINING SCHOOL ACTIVITIES Courses Linguistic Typology for NLP researchers: Methods and Resources in the 21st century <https://www.google.com/url?q=https://unidive.lisn.upsaclay.fr/lib/exe/fetch…> - by Harald Hammarström (Uppsala University, Sweden) and Luigi Talamo (Saarland University, Germany) Large Language Models for Low-Resourced Languages: Hands-On Approaches to Cultural and Genre Diversity in NLP <https://www.google.com/url?q=https://unidive.lisn.upsaclay.fr/lib/exe/fetch…> - by Maria Carp (Romanian Academy, Bucharest, Romania) and Nina Hosseini-Kivanani (RTL Luxembourg and University of Luxembourg) Diversity quantification in natural language processing: The why, what, where and how <https://www.google.com/url?q=https://unidive.lisn.upsaclay.fr/lib/exe/fetch…> - by Louis Estève <https://www.google.com/url?q=https://www.lisn.upsaclay.fr/membres/esteve-lo…> (Université Paris-Saclay, CNRS, France), Marie-Catherine de Marneffe (Université Catholique Louvain, Belgium), Nurit Melnik (The Open University, Israel), Agata Savary <https://www.google.com/url?q=https://perso.limsi.fr/savary/&source=gmail-im…> (Université Paris-Saclay, CNRS, France) and Olha Kanishcheva (Heidelberg University, Germany, SET University, Ukraine) Poster sessions Brainstorming hackathon on open issues submitted by the trainees CALL FOR APPLICATIONS Each applicant should submit a project related to language diversity and the topics of the training school (e.g., research in fields such as linguistic variation, diversity, typology, and computational linguistics, including specific topics like diversity quantification across textual genres, corpora and languages). The length of the application should be 2 pages (excluding references). The application should contain: The title Applicant’s name and affiliation (including the country of the affiliation) A list of 3-4 key-words Description of the project related to the topics of the training school Explanation how the participation in the training school will be useful for the project Short statement of the project phase (planned, started, ongoing) The projects are to be submitted via the OpenReview portal <https://openreview.net/group?id=UniDive/2025/Training_School>. IMPORTANT DATES Trainee's application deadline: 12 September, 2025 (AoE) Acceptance notification: 17 October, 2025 Invitations for visas (if needed): 20 October, 2025 Official confirmations of travel grants: Early November Training school: January 20-24, 2026 TRAINEE’S SELECTION CRITERIA We can fund about 40 trainees to come to Yerevan (additionally to local trainees). In case of a larger number of candidates, the selection criteria will include: Trainee’s country: trainees only from COST countries and Near-Neighbour Countries can be funded. See here and here Age: Young Researchers and Investigators, i.e. under the age of 40, are promoted Gender and geographical balance (notably between Inclusiveness Target Countries and others COST countries) Relevance and quality of the project submitted by the trainee Status of the languages, dialects, or varieties on which the trainee intends to work (low-resourced languages, dialects, or genres are promoted) If you are not selected on the basis of these criteria and you can find other financial sources to cover your travel, accommodation and meals, you are also welcome to participate. The authors of the selected projects will present them in a poster session during the Training School. PROGRAM CHAIRS Victoria Bobicev Anna Danielyan Santiago Herrera Esther Ploeger Wessel Poelman Ranka Stanković Abigail Walsh For any question, please contact the organisers at adanielyan82(a)gmail.com <mailto:adanielyan82@gmail.com> and s.herrera(a)parisnanterre.fr <mailto:s.herrera@parisnanterre.fr> Looking forward to seeing you in Yerevan, Program Chairs

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[SEPLN] SEPLN 2025: Last Call for Registration
by Eugenio Martínez Camara 03 Sep '25

03 Sep '25

*******We apologize for the multiple copies of this e-mail****** [Spanish version below / versión en español más abajo] * Last Call for Registration:* SEPLN 2025: 41st INTERNATIONAL CONFERENCE OF THE SPANISH SOCIETY FOR NATURAL LANGUAGE PROCESSING Zaragoza, Spain September 24-26, 2025 https://eventos.ita.es/sepln_2025/home/ The Spanish Society for Natural Language Processing (SEPLN) is pleased to invite you to participate in the 41st edition of the SEPLN Conference. The SEPLN Conference will take place on 24-26 September 2025 at Zaragoza (Spain), at the Technological Institute of Aragon (ITA). The huge amount of digital information available in different languages has created the need for systems to access this valuable resource in an increasingly structured way. Thus, there is a renewed interest in improving the ways in which we can access and leverage this information in multilingual environments. The formal and technological foundations to address these needs have and keep being proposed from the area of Natural Language Processing (NLP) and its many branches: information extraction and retrieval, language models, question answering, machine translation, automatic analysis of textual content, text summarization, text simplification, text generation, and speech recognition and synthesis. The main aim of the SEPLN 2025 Conference is to provide both to the scientific community and to the industry a forum where the latest research and developments in the field of NLP can be presented and shared. The SEPLN 2025 Conference also gives the possibility to present real NLP applications and R&D projects. Finally, the conference intends to be an appropriate forum for helping new professionals to become active members in this field. Structure of the Conference The SEPLN 2025 Conference will be a three-day event and will include sessions to present papers, ongoing research projects and prototype or product demos related to the topics of the conference. Likewise, the 23rd of September will take place the Workshop Day, where the main workshop will be IberLEF 2025 <https://urldefense.com/v3/__https://sites.google.com/view/iberlef-2025__;!!…> . The Conference will have two high-level international keynotes by María Fernández Guajardo (Executive in AI & Emerging Tech – Google) y Marta R. Costa-jussà (Research Scientist – Meta AI). You can read more details at: https://eventos.ita.es/sepln_2025/invited-talks/ <https://eventos.ita.es/sepln_2025/invited-talks/> Moreover, during the Conference we will celebrate the 41st anniversary of the SEPLN, so we will have an exciting social programme to celebrate it. Registration All the information of the registration is at: https://eventos.ita.es/sepln_2025/registration/ *Only a few days until the conference begins!* Organizing Committee - Esther Borao Moros, Instituto Tecnológico de Aragón (España) - Carlos Millán Ibor, Instituto Tecnológico de Aragón (España) - Rafael del Hoyo Alonso (Presidente SEPLN 2025), Instituto Tecnológico de Aragón (España) - Paula Peña Larena (Presidenta SEPLN 2025), Instituto Tecnológico de Aragón (España) - Rosa Montañés Salas, Instituto Tecnológico de Aragón (España) - Mª Carmen Rodríguez Hernández, Instituto Tecnológico de Aragón (España) - Beatriz Franco García, Instituto Tecnológico de Aragón (España) - Sergio Gracia Borobia, Instituto Tecnológico de Aragón (España) - Irene Bosque López, Instituto Tecnológico de Aragón (España) - María Rubio Rodrigo, Instituto Tecnológico de Aragón (España) - Mª Isabel Hernández Abás, Instituto Tecnológico de Aragón (España) Contact All information related to the conference can be found at https://eventos.ita.es/sepln_2025/home/ For all general enquiries, please contact: *sepln2025(a)ita.es <sepln2025(a)ita.es>* [Spanish version] *Última llamada para inscribirse:* SEPLN 2025: XLI Congreso Internacional de la Sociedad Española para el Procesamiento del Lenguaje Natural Zaragoza, España Septiembre 24-26, 2025 <https://urldefense.com/v3/__http://sepln2023.sepln.org/__;!!D9dNQwwGXtA!V0J…> https://eventos.ita.es/sepln_2025/inicio/ La Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN) se complace en invitarle a participar en la 41ª edición del Congreso SEPLN, que tendrá lugar en el Instituto Tecnológico de Aragón (ITA). La enorme cantidad de información disponible en formato digital y en diferentes idiomas exige que los sistemas informáticos nos faciliten el acceso a esta ingente cantidad de información de una forma cada vez más estructurada. Por esta razón, existe un renovado interés en mejorar la accesibilidad y explotación de la información en entornos multilingües. La base formal y tecnológica para abordar adecuadamente estas necesidades se ha propuesto y se sigue proponiendo desde el área del Procesamiento del Lenguaje Natural (PLN) y sus múltiples ramas: extracción y recuperación de información, modelos de lenguaje, respuesta a preguntas, traducción automática, análisis automático de textos y contenidos textuales, resumen de texto, simplificación de texto, generación de texto y reconocimiento y síntesis de voz. El principal objetivo del Congreso SEPLN 2025 es proporcionar, tanto a la comunidad científica como a la industria, un foro donde presentar y compartir las últimas investigaciones y desarrollos en el campo del PLN. El Congreso SEPLN 2025 también da la posibilidad de presentar aplicaciones reales de PLN, así como diferentes proyectos de I+D. Finalmente, la conferencia pretende ser un foro apropiado para ayudar a los nuevos profesionales a convertirse en miembros activos en este campo. Organización del congreso El Congreso durará tres días en los que se presentarán artículos científicos, resúmenes de proyectos de investigación y demostraciones de productos o prototipos relacionados con temas del Congreso. Además, el 23 de septiembre tendrá lugar el día de talleres de trabajo, donde destaca entre todos el taller IberLEF 2025 <https://urldefense.com/v3/__https://sites.google.com/view/iberlef-2025__;!!…> . El Congreso incluirá dos charlas invitadas de alto nivel internacional por parte de María Fernández Guajardo (Executive in AI & Emerging Tech – Google) y Marta R. Costa-jussà (Research Scientist – Meta AI). Todos los detalles sobre las charlas invitadas en: https://eventos.ita.es/sepln_2025/charlas-invitadas/ Además, durante el Congreso celebraremos el 41 aniversario de la SEPLN, por lo que tendremos un programa social especial para celebrar esta fecha tan especial. Registro Toda la información del registro está en: https://eventos.ita.es/sepln_2025/inscripciones/ *¡Solo quedan unos días para que comience el Congreso!* Comité Organizador - Esther Borao Moros, Instituto Tecnológico de Aragón (España) - Carlos Millán Ibor, Instituto Tecnológico de Aragón (España) - Rafael del Hoyo Alonso (Presidente SEPLN 2025), Instituto Tecnológico de Aragón (España) - Paula Peña Larena (Presidenta SEPLN 2025), Instituto Tecnológico de Aragón (España) - Rosa Montañés Salas, Instituto Tecnológico de Aragón (España) - Mª Carmen Rodríguez Hernández, Instituto Tecnológico de Aragón (España) - Beatriz Franco García, Instituto Tecnológico de Aragón (España) - Sergio Gracia Borobia, Instituto Tecnológico de Aragón (España) - Irene Bosque López, Instituto Tecnológico de Aragón (España) - María Rubio Rodrigo, Instituto Tecnológico de Aragón (España) - Mª Isabel Hernández Abás, Instituto Tecnológico de Aragón (España) Contacto Toda la información relativa al congreso se encuentra en: https://eventos.ita.es/sepln_2025/inicio/ Para consultas sobre el congreso, por favor escriba un correo electrónico a: *sepln2025(a)ita.es <sepln2025(a)ita.es>* -- Suelo trabajar a deshoras por lo que este correo puede haberte llegado fuera de tu horario laboral, y al cual puedes responder en el momento que mejor se ajuste a tus hábitos de trabajo. | I sometimes work at irregular times and this email might arrive out of working hours so please be assured that I respect your working pattern and look forward to your response when it suits you. [image: Universidad de Jaén] <https://www.ujaen.es/> Eugenio Martínez Cámara Vicepresidente de la SEPLN <http://www.sepln.org/> | Vice President of the SEPLN <http://www.sepln.org/en>. Profesor Titular de Universidad | Associate Professor. Investigador en Proc. del Lenguaje Natural | Postdoctoral Researcher in Natural Language Proc. Grupo de Investigación SINAI <http://sinai.ujaen.es/> | SINAI <http://sinai.ujaen.es/> Research Group. emcamara(a)ujaen.es Código ORCID:0000-0002-5279-8355 <http://orcid.org/0000-0002-5279-8355> Universidad de Jaén Dpto. de Informática | Computer Science Department. Edificio A3, despacho 145 | +34 953212883 <https://www.ujaen.es/servicios/sinformatica/sites/servicio_sinformatica/fil…> [image: Universidad de Jaén] <https://www.ujaen.es/> Este mensaje y los ficheros anexos son confidenciales dirigiéndose exclusivamente al destinatario mencionado en el encabezamiento. Los mismos contienen información reservada que no puede ser difundida. Si usted ha recibido este correo por error, tenga la amabilidad de eliminarlo de su sistema y avisar al remitente mediante reenvío a su dirección electrónica; no deberá copiar el mensaje ni divulgar su contenido a ninguna persona. Los datos personales facilitados por usted o por terceros serán tratados por UNIVERSIDAD DE JAÉN, con la finalidad de gestionar y mantener los contactos y relaciones que se produzcan como consecuencia de la relación que mantiene con UJA. Normalmente, la base jurídica que legitima este tratamiento, será su consentimiento, el interés legítimo o la necesidad para gestionar una relación contractual o similar. El plazo de conservación de sus datos vendrá determinado por la relación que mantiene con nosotros. Para más información al respecto, o para ejercer sus derechos de acceso, rectificación, cancelación/supresión, oposición, limitación o portabilidad, dirija una comunicación por escrito a UNIVERSIDAD DE JAÉN, Campus Las Lagunillas s/n. 23071 – Jaén, o a nuestro delegado de protección de datos [ dpo(a)ujaen.es]. En caso de considerar vulnerado su derecho a la protección de datos personales, podrá interponer una reclamación ante el Consejo Andaluz de Transparencia y Protección de Datos (www.ctpdandalucia.es). Asimismo, es su responsabilidad comprobar que este mensaje o sus archivos adjuntos no contengan virus informáticos, y en caso que los tuvieran eliminarlos.

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Joint Call for Tutorial Proposals (EACL/ACL) 2026
by ACL Announcements 03 Sep '25

03 Sep '25

*Joint Call for Tutorial Proposals (EACL/ACL) 2026* The Association for Computational Linguistics (ACL) and the European Chapter of the ACL (EACL) invite proposals for tutorials in conjunction with the ACL 2026 and EACL 2026 conferences. We welcome submissions covering all areas of computational linguistics (CL) and natural language processing (NLP), broadly defined to include related disciplines. We are soliciting proposals for two types of tutorials: * *Cutting-edge tutorials in CL/NLP*: Covering recent advances in emerging areas not previously addressed in tutorials at EACL, NAACL-HLT, ACL, or EMNLP. * *Introductory tutorials in related fields*: Offering overviews of disciplines potentially relevant to the CL/NLP community, such as linguistics, bioinformatics, machine learning, human-computer interaction, or applications of large language models in non-English languages. In both cases, the primary goal is to help CL/NLP researchers understand key scientific challenges, their tractability, and their theoretical and practical implications. Presentations of specific technologies or systems are welcome when used to illustrate broader scientific insights. Tutorials will be held at one of the following conference venues: * *EACL 2026* (The 19th Conference of the European Chapter of the Association for Computational Linguistics), which will be held as a hybrid conference, and physically held in Rabat, Morocco, from March 24-29, 2026. * *ACL 2026* (The 64th Annual Meeting of the Association for Computational Linguistics), which will be held as a hybrid conference and physically held in San Diego, California, from July 2-7, 2026. Other calls will be made in the fall for tutorials colocated with conferences later in the year (e.g., EMNLP and AACL). This call thus exclusively centers EACL and ACL 2026. *Important Dates* EACL/ACL 2026 shared dates: * Proposal submission deadline: *October 20, 2025* * Notification of acceptance: December 08, 2025 * Tutorial slides + abstract + bibliography + any other materials one month prior to the date of the tutorial /All deadlines are 11:59 PM UTC-12:00 ("anywhere on Earth")./ *Fee Waivers* Up to *3 instructors per tutorial* can have their registration fees waived for the main conference and any subset of co-located tutorials and workshops. *Diversity & Inclusion* To foster an inclusive culture in our field, we particularly encourage submissions from members of underrepresented groups in CL/NLP, i.e., researchers from any demographic or geographic minority, researchers with disabilities, among others. The overall diversity of the tutorial organizers and potential audience will be taken into account to ensure that the conference program is varied and balanced. Tutorial proposals should describe and will be evaluated according to how the tutorial contributes to *topics promoting diversity* (e.g., working on minority languages or groups), *participation diversity* (e.g., coordinating with social affinity groups, providing subsidies, making a promotional plan for the tutorial), and *representation diversity* among tutorial presenters. For more information or advice, organizers may consult resources such as the BIG directory [1], Black in AI [2], Disability in AI [3], Indigenous AI [4], LatinX in AI [5], Masakhane [6], 500 Queer Scientists [7], and Women-in-ML's directory [8]. *Submission Details* 1Proposals should use the ACL paper submission format. Authors can download [9] the LaTeX or Word template or use the Overleaf template [10]. Proposals *should not exceed 4 pages of content* (plus one page for tutor biographies and unlimited pages for references), should be submitted as PDF documents, and should contain the following: 1) A title and authors, affiliations, and contact information. 2) A brief description of the tutorial content and its relevance to the CL/NLP community. 3) Type of the tutorial: "cutting-edge in CL/NLP" vs "introductory to fields related to CL/NLP". 4) Briefly describe the target audience and any expected prerequisites for the attendees, for example: * Math: e.g., "Understand derivatives and integrals as found in introductory calculus" * Linguistics: e.g., "Be able to parse and generate text with dependency grammars" * Machine Learning: e.g., "Understand 'classical' supervised methods such as SVM and perceptron" * Neural Network: e.g., "Familiarity with transformers" * Programming or other tools: e.g., "Knowledge of PyTorch and Unix command line tools" 5) An outline of the tutorial structure and content, and how it will be covered in a three-hour slot. In exceptional cases, six-hour tutorial slots are available. These time limits do not include coffee breaks, e.g., a three-hour tutorial in fact occupies a 3.5-hour slot, and a six-hour tutorial occupies a 7-hour slot. 6) Explain how the tutorial includes other people's work. We recommend that the tutorial cover work by the presenters as well as by other researchers. The submission should explain how this breadth is ensured. Tutorials should not be "self-invited talks". 7) Diversity considerations, e.g., use of multilingual data, indications of how the described methods scale up to various languages or domains, participation of both senior and junior instructors, demographic and geographical diversity of the instructors, plans for how to diversify audience participation, etc. 8) Reading list. Work that you expect the audience to read before the tutorial can be indicated by an asterisk. Recommended papers should provide breadth of authorship and include work by other authors, as well as work from other disciplines is welcomed if relevant. 9) For each tutorial presenter, a one-paragraph statement of their research interests and areas of expertise for the tutorial topic, as well as experience in instructing an international audience. 10) An estimate of the audience size for the tutorial. If the same or a similar tutorial (or workshops, talks, etc.) has been given before, include information on where any previous version of the tutorial was given and how many attendees the tutorial attracted. 11) A description of special requirements for technical equipment. 12) We intend to make tutorial presentation materials publicly available (e.g., tutorial slides, captioned video recording, as well as software, data, or other resources as applicable) in the ACL Anthology. If any of your tutorial materials cannot be shared, please explain why this is the case. 13) An ethics statement that discusses the ethical considerations related to the topics of the tutorial. 14) A description of any limitations that would restrict the tutorial to a specific venue (EACL or ACL). For example: if the tutorial is compatible with only one of these events, logistically, thematically or otherwise, or if the tutorial cannot be held at a venue for logistical reasons. 15) OPTIONAL: We welcome proposals on the special conference themes. If your tutorial proposal aligns with the special themes of EACL (theme TBA) or ACL (theme TBA), then please explain why this is the case. 16) OPTIONAL: We invite tutorial instructors to include pedagogical material that the audience can bring into classrooms or similar spaces of discussion, to bring attention to the tutorial topic (e.g., a hands-on exercise, discussion questions, a demo, or an assignment). If you would like to provide this, then please explain why this is the case. Tutorial proposals should be submitted online using the softconf system at the following link: https://softconf.com/p/acl-tutorials2026 [1] [11]. Proposals will be reviewed jointly by the Tutorial Co-Chairs of the conferences and, optionally, by a group of external experts. *Evaluation Criteria* Each tutorial proposal will be evaluated according to its clarity and preparedness, novelty or timely character of the topic, instructors' experience, target audience, open access of the tutorial instructional material, and diversity and inclusion. *Instructor Responsibilities* Tutorial decisions along with reviews will be released by *Dec 08, 2025*. Accepted tutorial proposers must then provide abstracts for inclusion in the conference registration material by the specific conference deadlines. The description should be in two formats: (a) an ASCII version that can be included in email announcements and published on the conference website, and (b) a PDF version for inclusion in the electronic proceedings (detailed instructions will be provided). Tutorial speakers must provide *tutorial materials (e.g., slides, a relevant list of papers) at least one month prior to the start date of the hosting conference*. The final submitted tutorial materials must minimally include copies of the course slides and a bibliography for the material covered in the tutorial. After the conference, the presenters will be invited to update their slides in the ACL Anthology (if needed). *Tutorial Chairs* * EACL * Aline Paes, Fluminense Federal University, Brazil * Rodrigo Wilkens, University of Exeter, UK * Chenghua Lin, The University of Manchester, UK * ACL * Kenton Murray, Johns Hopkins University, USA * Jacob Andreas, MIT, USA If you have any questions related to tutorial proposals, you can reach us at eaclacl2026_tutorials [at] googlegroups.com [2]. Read more: https://www.aclweb.org/portal/content/joint-call-tutorial-proposals-eaclacl… [3] [1] http://www.winlp.org/big-directory/ [4] [2] https://blackinai.github.io/#/membership [5] [3] https://elesa.github.io/ability_in_AI/ [6] [4] https://www.indigenous-ai.net/ [7] [5] https://lxai.app/PUBLIC-DIRECTORY [8] [6] https://www.masakhane.io/ [7] https://500queerscientists.com/ [9] [8] https://www.wiml.org/directory [10] [9] https://github.com/acl-org/acl-style-files [11] [10] https://www.overleaf.com/read/crtcwgxzjskr [12] [11] https://softconf.com/p/acl-tutorials2026 [1] Links: ------ [1] https://softconf.com/p/acl-tutorials2026 [2] http://googlegroups.com/ [3] https://www.aclweb.org/portal/content/joint-call-tutorial-proposals-eaclacl… [4] http://www.winlp.org/big-directory/ [5] https://blackinai.github.io/#/membership [6] https://elesa.github.io/ability_in_AI/ [7] https://www.indigenous-ai.net/ [8] https://lxai.app/PUBLIC-DIRECTORY [9] https://500queerscientists.com/ [10] https://www.wiml.org/directory [11] https://github.com/acl-org/acl-style-files [12] https://www.overleaf.com/read/crtcwgxzjskr

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CfP: 1st Workshop on Human-LLM Collaboration for Ethical and Responsible Science Production (SciProdLLM 2025)
by Tristan Miller 03 Sep '25

03 Sep '25

SciProdLLM 2025: 1st Workshop on Human-LLM Collaboration for Ethical and Responsible Science Production December 23/24, 2025, Mumbai, India Co-located with IJCNLP-AACL 2025 https://sciprodllm.github.io/ CALL FOR PAPERS SciProdLLM 2025 is a forum for presenting and discussing research on integrating large language models (LLMs) into the typical research workflow: from ideation to experimentation to scientific writing, with a particular focus on human-centered approaches that ensure ethical and responsible use of LLMs. We also invite work that evaluates the quality of LLM-assisted research workflows and the resulting outputs. We welcome submissions on any aspect of human-LLM collaboration for science production, evaluation of LLMs for science production, and/or evaluation of LLM-assisted scientific papers. Relevant topics include, but are not limited to, the following: - Guiding idea generation through user feedback - Automated experimentation following the experimental workflow used by human scientists (e.g., the workflow from data preprocessing to comparison to baselines) - Human-curated datasets of scientific papers for fine-tuning LLMs for generating ideas and paper content (text, figures, tables, etc.) - Human-LLM co-authored peer reviews (e.g., LLM-assisted peer review platforms) - Benchmark datasets for evaluating LLMs on idea generation, experimentation, multimodal content generation, or scientific writing - Evaluation metrics for detecting problematic papers (e.g., those containing suspicious citations or tortured phrases) - Statistical analyses of collections of LLM-assisted papers (e.g., on topics, citations, or retractions) SUBMISSION INSTRUCTIONS SciProdLLM 2025 welcomes long and short papers. Long papers may consist of up to 8 pages of content, plus unlimited pages of references. Short papers may consist of up to 4 pages of content, plus unlimited pages of references. Both types of submissions must follow the same requirements and procedures as for IJCNLP-AACL 2025 main conference papers: <https://2025.aaclnet.org/calls/main_conference_papers> Note that papers submitted as non-archival will be allocated presentation time at the workshop but will not be included in the proceedings. There are three supported submission modes: - Direct submissions: Direct submissions will receive up to three double-blind reviews, and a final decision on acceptance from the workshop organizers. Direct submissions should be made through the SciProdLLM page on OpenReview: <https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/SciPro…> - ARR submissions: Unpublished papers that have already been reviewed and meta-reviewed through ACL Rolling Review may be committed to SciProdLLM. These papers will not receive new reviews but may be meta-reviewed by the workshop organizers, who will make a final decision on acceptance. A commitment link will published in a future version of this call. - Previously published papers: We invite non-archival submissions of papers that have already been recently published elsewhere. This allows such papers to gain more visibility from the workshop audience. To submit a previously published paper for presentation, please email SciProdLLM(a)groups.io with the details of your paper (title, authors, abstract, publication venue) and attaching a PDF copy of the paper. (Submissions of previously published papers need not adhere to the IJCNLP-AACL 2025 main conference paper policies on anonymity.) IMPORTANT DATES All deadlines are 23:59 UTC−12 ("Anywhere on Earth"). - September 29, 2025: Submission deadline for direct submissions - October 27, 2025: ARR commitment deadline - November 3, 2025: Notification of acceptance - November 11, 2025: Camera-ready papers due - December 23 or 24, 2025: Workshop presentations (exact date TBA) ORGANIZING COMMITTEE - Wei Zhao, University of Aberdeen, UK - Jennifer D’Souza, TIB Leibniz Information Center for Science and Technology, Germany - Steffen Eger, University of Technology Nuremberg, Germany - Anne Lauscher, University of Hamburg, Germany - Yufang Hou, IT:U Interdisciplinary Transformation University, Austria - Nafise Sadat Moosavi, University of Sheffield, UK - Tristan Miller, University of Manitoba, Canada - Chenghua Lin, University of Manchester, UK CONTACT INFORMATION Email: SciProdLLM(a)groups.io WWW: https://sciprodllm.github.io/ -- Dr. Tristan Miller, Assistant Professor Department of Computer Science, University of Manitoba https://clam.cs.umanitoba.ca/ | Tel. +1 204 474 6792

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[CFP] EACL 2026 First Call for Main Conference Papers
by ACL Announcements 03 Sep '25

03 Sep '25

First Call for Main Conference Papers EACL 2026: 19th Conference of the European Chapter of the Association for Computational Linguistics March 24-29, 2026, Rabat, Morocco ARR submission deadline: Oct 6, 2025 EACL commitment deadline: Dec 14, 2025 Details: https://2026.eacl.org/calls/papers/ [1] *Overview* The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026) invites the submission of long and short papers on substantial, original, and unpublished research on Natural Language Processing. EACL 2026 will take place in Rabat, Morocco, from March 24 to 29, 2026. *Submission information* Paper submission and commitment will be handled via the ACL Rolling Review (ARR) system (https://aclrollingreview.org/cfp [2]). ARR works on a two-monthly review cycle. The "paper submission deadline" is the latest date that new papers can be submitted to ARR and be reviewed in time to be considered by EACL 2026. Papers submitted in previous ARR rounds can also be considered. The "paper commitment deadline" is the date by which authors must choose, based on the reviews so far, whether to "commit" their ARR papers to be considered by EACL 2026. The authors should contact ARR with any questions about the review process at editors(a)aclrollingreview.org. As in recent years, some of the presentations at the conference will be for papers accepted by the Transactions of the ACL (TACL) and Computational Linguistics (CL) journals. *Important Dates* * ARR submission deadline: 6 October 2025 * Author response & reviewer discussion: 18 - 24 November 2025 * Meta-reviews released: 11 December 2025 * EACL commitment deadline: 14 December 2025 All deadlines are 11:59 PM UTC-12:00 ("anywhere on Earth"). *Topics of Interest* EACL 2026 has the goal of a broad technical program. Relevant topics for the conference include, but are not limited to, the following areas (in alphabetical order): * Computational Social Science and Cultural Analytics * Dialogue and Interactive Systems * Discourse and Pragmatics * Efficient/Low-resource methods in NLP * Ethics and NLP * Generation * Information Retrieval and Text Mining * Information Extraction * Interpretability and Model Analysis in NLP * Language Grounding to Vision, Robotics and Beyond * Linguistic Theories, Cognitive Modeling and Psycholinguistics * Machine Learning for NLP * Machine Translation * Multilinguality and Language Diversity * NLP Applications * Phonology, Morphology, and Word Segmentation * Question Answering * Resources and Evaluation * Semantics: Lexical * Semantics: Sentence-level Semantics, Textual Inference and other areas * Sentiment Analysis, Stylistic Analysis and Argument Mining * Speech and Multimodality * Summarization * Syntax: Tagging, Chunking and Parsing *Long Papers* Long paper submissions must describe substantial, original, completed and unpublished work. Wherever appropriate, concrete evaluation and analysis should be included. Long papers may consist of up to 8 pages of content, plus unlimited pages for references and appendices. Upon acceptance, long papers will be given one additional page of content (i.e. up to 9 pages) in the proceedings so that reviewers' comments can be taken into account. *Short Papers* Short paper submissions must describe original and unpublished work. Please note that a short paper is not a shortened long paper. Instead, short papers should have a point that can be made in a few pages. Short papers may consist of up to 4 pages of content, plus unlimited references and appendices. Upon acceptance, short papers will be given one additional page of content (i.e. up to 5 pages) in the proceedings so that reviewers' comments can be taken into account. *Findings of the ACL* Papers submitted to EACL 2026, but not selected for the main conference, will also automatically be considered for publication in the Findings of the Association of Computational Linguistics. Acceptance notifications for the main track and Findings will come out simultaneously. *Presentation Mode* Long and short papers will be presented orally or as posters, as determined by the programme committee based on the nature rather than the quality of the work. While short papers will be distinguished from long papers in the proceedings, there will be no distinction in the proceedings between papers presented orally and as posters. Papers accepted to the Findings of the ACL may present a poster. *Presentation Requirements* All accepted papers must be presented at the conference--either online or in-person--in order to appear in the proceedings. Authors of papers accepted for presentation at EACL 2026 must notify the program chairs by the withdrawal deadline if they wish to withdraw the paper. At least one author of each accepted paper must register for EACL 2026 by the early registration deadline. *Paper Submission and Anonymity* Following standard ACL and ARR policy, submitted papers must be prepared for two-way anonymized review, and no deanonymized preprint may be posted in the month prior to submission. Please see the ARR CfP for more detail (https://aclrollingreview.org/cfp [2]). *Policies on Authorship, Citation and Ethics* EACL 2026 follows the ARR policies on authorship, citation and comparison and ethics - please see the ARR CfP (https://aclrollingreview.org/cfp [2]). *Multiple Submission Policy* EACL 2026 follows the ARR policy on multiple submission: we will not consider any paper that is under review in a journal or another conference at the time of submission, and submitted papers must not be submitted elsewhere during the review period. See the ARR CfP for more detail (https://aclrollingreview.org/cfp [2]). *Mandatory Discussion of Limitations* We believe that it is also important to discuss the limitations of your work, in addition to its strengths. Following recent EACL conferences, EACL 2026 requires all papers to have a clear discussion of limitations, in a dedicated section titled "Limitations". This section will appear at the end of the paper, after the discussion/conclusions section and before the references, and will not count towards the page limit. Papers without a limitations section will be automatically rejected without review. Papers resubmitted from previous ARR review rounds that did not include a limitations section must ensure that such a section is included in the EACL 2026 version. While we are open to different types of limitations, just mentioning that a set of results have been shown for English only probably does not reflect what we expect. Mentioning that the method works mostly for languages with limited morphology, like English, is a much better alternative. In addition, limitations such as low scalability to long text, the requirement of large GPU resources, or other things that inspire further investigation are welcome. *Contact Information* General Chair: * Aline Villavicencio, University of Exeter Program Chairs: * Vera Demberg, Saarland University * Kentaro Inui, MBZUAI, Tohoku University, RIKEN * Lluís Marquez Villodre, Universitat Politècnica de Catalunya Links: ------ [1] https://2026.eacl.org/calls/papers/ [2] https://aclrollingreview.org/cfp

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[CfP] Telescope Reference and Astronomy Categorization Shared task (TRACS) at IJCNLP-AACL 2025
by Tirthankar Ghosal 02 Sep '25

02 Sep '25

*** The Telescope Reference and Astronomy Categorization Shared task (TRACS) at WASP @ IJCNLP-AACL 2025 *** **** Website: https://ui.adsabs.harvard.edu/WIESP/2025/shared_task *** The Telescope Reference and Astronomy Categorization Shared task (TRACS) at WASP @ IJCNLP-AACL 2025 addresses the challenge of automatically linking astronomical publications to observational facilities. Telescope bibliographies are crucial for measuring scientific impact, enabling data discovery, and supporting reproducibility, but remain largely curated by hand. TRACS provides a dataset of annotated scientific papers and invites participants to build systems that detect telescope references, group papers by facility, and classify data usage into science, instrumentation, mention, or false positives. A key focus is generalization to new telescopes, ensuring broad applicability to the rapidly evolving astronomical landscape. **** Register here: https://tinyurl.com/tracs-wasp-aacl2025 <https://urldefense.us/v2/url?u=https-3A__tinyurl.com_tracs-2Dwasp-2Daacl202…> *** *** Important Dates *** CfP + Registration starts August 27, 2025 Train and Validation Data Release August 31, 2025 Test Set Release August 31, 2025 Registration Ends October 10, 2025 System Run and Output Submission October 13, 2025 System Paper Submission October 20, 2025 xxxxxxxxxxxxxxxxxxxxxxxxxx Notification November 3, 2025 Camera Ready Submission November 11, 2025 ***Organizers*** - Felix Grezes <https://ui.adsabs.harvard.edu/about/team/team/fgrezes.html>, Center for Astrophysics | Harvard & Smithsonian, USA - Tirthankar Ghosal <https://www.ornl.gov/staff-profile/tirthankar-ghosal>, National Center for Computational Sciences | Oak Ridge National Laboratory, USA - Kelly Lockhart <https://ui.adsabs.harvard.edu/about/team/team/klockhart.html>, Center for Astrophysics | Harvard & Smithsonian, USA - Alberto Accomazzi <https://ui.adsabs.harvard.edu/about/team/team/aaccomazzi.html>, Center for Astrophysics | Harvard & Smithsonian, USA -- +++++++++++++++++++++++++++++++++++ Dr. Tirthankar Ghosal <https://www.tirthankarghosal.com/> Scientist (NLP/AI and HPC) <https://www.ornl.gov/staff-profile/tirthankar-ghosal> National Center for Computational Sciences (NCCS) Oak Ridge National Laboratory, United States & Affiliate Faculty (NLP/AI) <https://bredesencenter.utk.edu/faculty/tirthankar-ghosal/> University of Tennessee Knoxville United States ++++++++++++++++++++++++++++++++++++

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Final call for EACL and ACL 2026 workshops
by z＠zeerak.org 02 Sep '25

02 Sep '25

[Apologies for cross-posting] Please not that the deadline for submitting workshops proposals for ACL and EACL 2026 is this coming Friday (the 5th of September)! Submission link: https://softconf.com/p/acl-workshops2026/ Joint Call for Workshops Proposals (EACL/ACL) 2026 The Association for Computational Linguistics, the European Language Resource Association and International Committee on Computational Linguistics invite proposals for workshops to be held in conjunction with EACL 2026 or ACL 2026. We solicit proposals in all areas of computational linguistics, broadly conceived to include related disciplines such as linguistics, speech, information retrieval, and multimodal processing. Workshops will be held at one of the following conference venues: * EACL 2026 (The 19th Conference of the European Chapter of the Association for Computational Linguistics) which will be held as a hybrid conference, and physically held in Rabat, Morocco, from March 24-29, 2026 * ACL 2026 (The 64th Annual Meeting of the Association for Computational Linguistics), which will be held as a hybrid conference, and physically held in San Diego, California, from July 2-7, 2026 The workshop and tutorial co-chairs will work together to assign workshops to the conferences. They will take into account location preferences and technical constraints provided by the workshop proposers. A second call will be made in the fall for workshops colocated with conferences later in the year (e.g., EMNLP and AACL). This call thus exclusively centres EACL and ACL 2026. Important Dates EACL/ACL 2026 shared dates: * Proposal submission deadline: September 5, 2025 * Notification of acceptance: September 22, 2025 All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”). Submission Information Proposals should be submitted as PDF documents. Note that submissions should be ready to be turned into a Call for Papers to the workshop within one week of notification. The proposals should be at most two pages for the main proposal and at most two additional pages for information about the organizers, program committee, and references. Thus, the whole proposal should not be more than four pages long. Please use the LaTeX template for your submission. The two pages for the main proposal must include: * A title, short name / acronym, and a brief description of the workshop topic and content. * Some conferences might take place only or partially virtually. We request submissions to contain a brief discussion on measures planned to make sure a workshop is successful and productive in case of a hybrid or virtual-only attendance. * A description of special requirements and technical needs. * A description of any limitations that would restrict the workshop to a specific venue (EACL or ACL). For example: if the workshop is compatible with only one of these events, logistically, thematically or otherwise, or if the workshop cannot be held at a venue for logistical reasons. * Diversity and Inclusion Efforts (see more details below) * If the workshop has been held before, a note specifying: how many prior editions occurred, where previous workshops were held, how many submissions the workshop received in the last iteration and how many papers were accepted (also specify if they were not regular papers, e.g., shared task system description papers), and an estimate of how many in-person posters the workshop attracted. * (Optional/If Known) A list of invited speakers, with an indication of which ones have already agreed and which are tentative, and sources of funding for the speakers. * (Optional) A description of any shared tasks associated with the workshop, and estimate of the number of participants. Having a shared task is optional. The submission form will request information that does not factor into the decision process, but are necessary for logistical reasons: * An estimate of the maximum number of attendees at one given time * Number of estimated in-person posters * Preferred Venue (first and second preference). Providing a second preferred venue is optional, and we assume that providing a second preference indicates its compatibility for the workshop. While we will do our best to adhere to these preferences, we cannot guarantee that they will be satisfied. * Duration of the workshop (1-day / 2-day workshop) Note that the only financial support available to workshops is a single free workshop registration for an invited speaker. The workshop organizers must bear all other costs independently, including registration for more than one invited speaker. The two pages for information about organizers, program committee, and references must include: * The names, affiliations, and email addresses of the organizers, with a brief statement (2-5 sentences) of their research interests, areas of expertise, and experience in organizing workshops and related events. * A list of Program Committee members, with an indication of which members have already agreed. Organizers should do their best to estimate the number of submissions (especially for recurring workshops) in order to (a) ensure a sufficient number of reviewers so that each paper receives 3 reviews, and (b) anticipate that no one is committed to reviewing more than 3 papers. This practice is likely to ensure on-time and thoughtful reviews. * An indication whether the workshop will consider papers submitted through ACL Rolling Review (ARR); use OpenReview as a platform (both to take papers from ARR and for their own review); or whether the workshop will only use START as a platform, and will not use ARR. In making this choice, please pay careful attention to the ARR deadlines and conference notifications. * References Submission is electronic at the following link: https://softconf.com/p/acl-workshops2026/ Diversity and Inclusion The proposals should describe the ways in which the workshop will support diversity in NLP. We suggest organizers consider the following points, while developing the proposal: * Contribution to academic diversity: The proposals could explain how the subject matter of the workshop will contribute to the diversity of the field, e.g. use of multilingual data, indications of how the described methods scale up to various languages or domains, accessibility of resources, supporting underrepresented communities of NLP and so on. * Diversifying representation: Following the WiNLP initiative, we recognize the current problems of demographic imbalance in the field. Therefore, we particularly encourage submissions including members of under-represented groups in computational linguistics. The proposals should describe how their selection of invited speakers, panelists, organizers, and program committee promotes diverse representation (for example, considering underrepresented demographics based on gender, ethnicity, nationality, and so on). We also suggest including speakers and panelists, who have not appeared as a keynote speaker or panelist in recent conferences. * Diversifying participation: The proposals could describe how the call-for-papers and outreach will encourage people from marginalized groups to attend and submit to the workshop. Some examples include providing mentoring, subsidies, coordinating with affinity groups, diversifying the selection of papers and so on. Organizer Responsibilities The organizers of the accepted proposals will be responsible for publicizing and running the workshop, including reviewing submissions, producing the camera-ready workshop proceedings, organizing the meeting days, and playing their part to ensure that all participants are aware of ACL’s anti-harassment policy. It is crucial that organizers commit to all deadlines. In particular, failure to produce the camera-ready proceedings on time will lead to the exclusion of the workshop from the unified proceedings and author indexes. Workshop organizers cannot accept submissions for publication that will be (or have been) published elsewhere, although they are free to set their own policies on simultaneous submission and review. However, it is worth noting that workshops may also accept non-archival submissions, such as findings papers, for presentation, which are allowed in this case. Since the conferences will occur at different times, the timelines for the submission and reviewing of workshop papers, and the preparation of camera-ready copies, will be different for each conference. Suggested timelines for each of the conferences are given below. The workshop organizers are free to deviate from the proposed schedule for all dates that are not marked as inflexible, though changes should be made in consultation with the relevant workshop chairs. In submitting a proposal, workshop chairs will be asked to agree to the workshop non-compliance policy<https://docs.google.com/document/u/0/d/1hhocb0fXBBJhqJHoOfZtx1V1kcTATpA4IMU…>. All workshops must agree to this policy, which states that egregious cases of not living up to the responsibilities of running a workshop will be penalized by a 1-year ban on the organizers from submitting another workshop proposal. Workshop proposals for which all authors do not agree to this policy will be desk-rejected. The ACL has a set of policies on workshops. You can find the ACL’s general policies on workshops, the financial policy for workshops, and the financial policy for SIG workshops in the Conference Handbook<http://aclweb.org/adminwiki/index.php?title=Conference_Handbook>. Review Process Workshop proposals will be holistically reviewed by a committee of workshop chairs and the ACL workshop officers based on: their originality and impact, the experience of the Organizing and Program Committees, and the ethical considerations presented and adherence of the workshop proposal to ACL’s code of ethics. This committee will also allocate workshops to the conferences included in the call, taking into account location preferences and technical constraints given in the workshop proposal. However, the aim of the review process is to accept as many high-quality workshops as possible. Given space limitations at conference venues and the increasing number of workshop proposals, the review committee can not guarantee that a proposal will be co-located with their preferred venue in lieu of extenuating circumstances. The review process will have three possible outcomes: accept, in which case the workshop will be co-located with either EACL or ACL; revise and resubmit, where the organizing committee is encouraged to incorporate reviewer feedback and resubmit to the next call for workshops for AACL and EMNLP; or reject, in which the workshop proposal should not be submitted the next call, and will be desk rejected if submitted. Tentative Workshop Timelines EACL * First call for workshop papers: October 15, 2025 * Second call for workshop papers: November 12, 2025 * Third call for papers: December 5, 2025 * Direct Submission deadline: December 19, 2025 * Pre-reviewed (ARR) submission deadline: January 2, 2026 * Notification of acceptance: January 23, 2026 * Camera-ready paper due: February 3, 2026 * Proceedings due (hard deadline): February 24, 2026 * Pre-recorded video due (hard deadline): February 27, 2026 * Workshop dates: March 24-29, 2026 ACL * First call for workshop papers: December 10, 2025 * Second call for workshop papers: January 15, 2026 * Third call for workshop papers: February 20, 2026 * Direct paper submission deadline: March 5, 2026 * Pre-reviewed ARR commitment deadline: March 24, 2026 * Notification of acceptance: April 28, 2026 * Camera-ready paper due: May 12, 2026 * Proceedings due (hard deadline): June 1, 2026 * Pre-recorded video due (hard deadline): June 4, 2026 * Workshop dates: July 2-3, 2026 Workshop Chairs EACL * Adriana Pagano * Emmanuele Chersoni * Julia Ive ACL * Loic Barrault, Meta FAIR * Yang Zhao, Chinese Academy of Sciences

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English-Corpora.org: new AI/LLM features for corpus analysis
by Mark Davies 02 Sep '25

02 Sep '25

At English-Corpora.org, we’ve added new AI/LLM-based tools directly into the corpus interface, while still keeping the corpus data at the center of analysis. An overview of the features is available at *https://www.english-corpora.org/ai-llms/ <https://www.english-corpora.org/ai-llms/>*. Using nine different LLMs (like GPT, Gemini, and Claude), users can now do things such as: -- semantically cluster and categorize collocates and phrases, such as the collocates of *identity *or the highly polysemous *bow*, or results for the phrase *soft *NOUN -- compare words via collocates, such as *quandary*/*predicament*, *provoke* /*incite*, or *completely*/*entirely* -- analyze differences in frequency or collocates across corpus sections, such as genres, historical periods, or dialects -- analyze KWIC lines, including semantic prosody, collocates, grammatical patterns, text types, and pragmatic functions -- generate words and phrases by topic, translation, or rephrasing -- and then see their frequency in different sections of the corpus Users can also: -- switch easily between LLMs to compare analyses across nine different models *-- view results in 30 different languages*-- select one of 14 "user profiles" (e.g. linguist, translator, teacher, or learner), for customized results -- save, retrieve, and annotate AI results (categorizations, analyses, and generated words/phrases) The goal is not to replace careful corpus analysis, but to complement it. The LLMs can suggest patterns, categories, and comparisons -- but the underlying corpus data is always visible, so users can verify, adapt, or challenge the AI output. We hope these tools will be useful for learners, teachers, researchers, translators, and anyone interested in richer ways of exploring corpus data. ============================================ Mark Davies english-corpora.org mark-davies.org ============================================

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[CfP] ECIR 2026: 2nd call – Full Papers (Abstract Sep 25)
by Yifei Yuan 02 Sep '25

02 Sep '25

Call for Full Papers The European Conference on Information Retrieval (ECIR) is the prime European forum for the presentation of original research in the field of Information Retrieval. The 48th European Conference on Information Retrieval (ECIR 2026, https://ecir2026.eu/) will take place as a physical (in-person) conference from 29 March to 2 April 2026 in Delft, The Netherlands. ----------------------------------------------------------------------------------- Topics of Interest ECIR 2026 invites the submission of high-quality and original papers in the broad field of Information Retrieval. Relevant topics include, but are not limited to: 1. Search and ranking, including retrieval models and ranking, query and content analysis, Retrieval Augmented Generation (RAG), and theoretical aspects of Information Retrieval; 2. Recommender systems, including recommendation algorithms, and advanced recommender systems, covering rich content representations, content analysis, and diverse recommendation techniques such as content-based and collaborative filtering, cross-domain and context-aware methods, and multi-stakeholder approaches; 3. User aspects in IR, including information interaction, human-AI collaboration, contextualisation, personalisation, simulation, characterisation, and behaviours; System aspects, including retrieval and recommendation architectures, efficiency and scalability; 4. Conversational search and recommender systems, focusing on natural language understanding and generation, dialogue management, multimodal interaction, and user engagement in search processes; 5. Explainability methods, addressing the transparency, interpretability, and accountability of AI-driven systems, particularly for information retrieval, recommendation, and personalisation; 6. Machine Learning and Large Language Models for information retrieval and recommendation, IR in agentic workflows; 7. Applications, such as web search, web and social media apps, professional and domain-specific search, novel interfaces to search tools, intelligent search, multimodal search and conversational agents; 8. Evaluation research, including new metrics, benchmarks and novel methods for the measurement and evaluation of retrieval and/or recommendation systems, users, and/or applications; 9. Societally-motivated IR research, including on algorithmic bias and fairness, misinformation, hate speech, interpretability and explainability, privacy-aware IR, trustworthy IR, and ethics; Please note: This year, we are revamping the dedicated IR-for-Good track to be a core conference track that will run alongside the main conference (not on workshop day). We want this special track to be a platform that highlights top societally-motivated IR research at ECIR. We strongly encourage authors to submit societally-motivated papers to this special track. The call for papers for that track will be released in August. ----------------------------------------------------------------------------------- Full Paper Track The Full Paper Track provides the opportunity for researchers to present their state-of-the-art research in Information Retrieval, which makes, or has the potential to make, a significant contribution to the field. Full papers are up to 12 pages in length plus unlimited additional pages for references. Appendices count toward the page limit. Please put appendices before the references for paper submission. Papers over the page limit will be desk rejected. Full papers will be refereed through double-blind peer review, with an initial first-stage review followed by a second stage of discussion led by a meta-reviewer. Some high-quality submissions not accepted as main papers may be invited to be published as findings papers. ----------------------------------------------------------------------------------- Submission Guidelines Authors should consult Springer’s authors’ guidelines and use their proceedings templates, either for LaTeX or for Word (to be found at https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu…), for the preparation of their papers. Springer encourages authors to include their ORCIDs in their papers (https://www.springer.com/gp/authors-editors/orcid). All submissions must be written in English. All papers should be submitted electronically through the EasyChair submission system. The EasyChair URL will be announced later. In addition, the corresponding author of each accepted paper, acting on behalf of all of the authors of that paper, must complete and sign a Consent-to-Publish form. The corresponding author signing the copyright form should match the corresponding author marked on the paper. Once the paper has been submitted, changes relating to its authorship cannot be made. Accepted papers will be published in the conference proceedings in the Springer Lecture Notes in Computer Science series. The proceedings will be distributed to all delegates at the conference. Accepted papers will have to be presented at the conference by one of the authors in person – and at least one author for each accepted contribution will be required to register and attend. ----------------------------------------------------------------------------------- Dual Submission Policy Papers submitted to ECIR 2026 should be substantially different from papers that have been previously published, or accepted for publication, or that are under review at other venues. Exceptions to this rule are: Submission is permitted for papers presented or to be presented at conferences or workshops without proceedings. Submission is permitted for papers that have previously been made available as a technical report (e.g., in institutional archives or preprint archives like arXiv). Please do not cite your technical report and make effort to avoid any issues that may harm the double-blindness of your submission. Reviewers will receive guidance that asks them to refrain from trying to break blindness, but be aware that the availability of an available technical report for an ECIR submission might cause some issues. ----------------------------------------------------------------------------------- Ethics and Professional Conduct ECIR 2026 expects authors (as well as the PC, and the organising committee) to adhere to accepted standards on ethics and professionalism in our community, namely: 1. The ACM’s Policy on Authorship, 2. The ACM’s Code of Ethics and Professional Conduct, 3. The ACM’s Conflict of Interest Policy, 4. The ACM’s Policy on Plagiarism, Misrepresentation, and Falsification, 5. The ACM’s Policy Against Harassment ----------------------------------------------------------------------------------- Full Paper Track Dates Full paper abstract submission: September 25, 2025, 11:59pm (AoE) Full paper submission: October 2, 2025, 11:59pm (AoE) Full paper notification: December 16, 2025 Main conference: March 30 - April 1, 2026 ----------------------------------------------------------------------------------- Full Paper Track Chairs Adam Jatowt (University of Innsbruck, Austria) Ricardo Campos (University of Beira Interior / INESC TEC, Portugal) Yanyan Lan (Tsinghua University, China) Contact: see the website, https://ecir2026.eu/

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[CfP] ECIR 2026: Final reminder – Workshop Proposals Sep 12
by Yifei Yuan 02 Sep '25

02 Sep '25

Call for Workshop Proposals ECIR 2026 (https://ecir2026.eu/) workshops provide a platform for presenting novel ideas and research results in emerging areas in IR in a focused and interactive way. Workshops can be either a half-day (3.5 hours plus breaks) or a full day (7 hours plus breaks). The organizers of approved workshops are expected to set up a webpage for the workshop, disseminate the call for papers and the call for participation, gather and review submissions, and prepare the final program. A camera-ready summary of the workshop, written by the organizers, will be included in the ECIR conference proceedings. Workshops are encouraged to be as dynamic and interactive as possible and should lead to a concrete outcome, such as the publication of workshop proceedings. Organizers are also encouraged to write a summary article for the June edition of the ACM SIGIR Forum, highlighting the main results of the workshop. Workshops are on site, and at least one organizer is expected to attend the workshop. Topics of Interest We welcome submissions on any topic relevant to the general field of Information Retrieval, including those mentioned in the Call for Full papers for ECIR 2026. Submission Guidelines Workshop proposals should contain the following information: Title and abstract of the workshop; Motivation and relevance to ECIR; Workshop goals/objectives and overall vision, coupled with desired outcomes; Format and Structure, in particular, duration of the workshop (full-day or half-day workshop); mention to the type of papers (e.g., full papers, demo papers, negative papers, etc); type of presentation (e.g., oral; poster, etc); and proceedings (e.g., CEUR; Special Issue, etc); planned activities, the tentative schedule of events etc.; resources needed to deliver the workshop (e.g., poster boards, etc); Intended audience, including number of expected participants and how they will be selected/invited; List of organizers with a brief bio highlighting the relevance of their expertise to the workshop topics Names of potential programme committee members, invited speakers, etc Indicate if the workshop is related to or follows on from another workshop; if so, please, identify which conference it was previously held at, the past attendance and outcomes, and why another workshop is needed; Any other relevant information to support your proposal. Workshop proposals should be prepared using Springer proceedings templates available on the Springer webpage, with a maximum length of 8 pages. All proposals must be in English and will be submitted electronically through the conference submission system. Workshop proposals will be reviewed by the ECIR 2026 workshop committee based on the quality of their proposal, covered topics, relationship to ECIR, and likelihood of attracting participants. The ECIR workshop co-chairs will make final decisions. Springer webpage: https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu… Submission page: EasyChair submission page: https://easychair.org/conferences/?conf=ecir2026 Ethics and Professional Conduct ECIR 2026 expects authors (as well as the PC, and the organising committee) to adhere to accepted standards on ethics and professionalism in our community, namely: The ACM’s Policy on Authorship, The ACM’s Code of Ethics and Professional Conduct, The ACM’s Conflict of Interest Policy, The ACM’s Policy on Plagiarism, Misrepresentation, and Falsification, The ACM’s Policy Against Harassment Workshop Proposals Track Dates Workshop proposals submission: September 12, 2025, 11:59pm (AoE) Workshop proposals notification: October 17, 2025 Workshop day: April 02, 2026 Workshop Proposals Track Chairs Negar Arabzadeh (UC Berkeley) Franco Maria Nardini (ISTI-CNR, Pisa, Italy) Contact: ecir2026-workshops(a)easychair.org

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Call for Papers: Corpora and Discourse 2026
by Brookes, Gavin 02 Sep '25

02 Sep '25

Dear all, Please find below the first call for papers for the Corpora and Discourse International Conference, 2026. Best wishes, Gavin Brookes Call for Papers We are happy to announce the call for papers for the 8th Corpora & Discourse International Conference (#CADS 2026). This conference will be hosted by Lancaster University, UK from Tuesday 23rd June to Thursday 25th June 2026. The Corpora and Discourse International Conference showcases research that combines corpus linguistics and discourse analysis in all forms and under all names. Our key objective is to bring together researchers who are interested in how discourse(s) are structured, patterned, and received, and who use corpus linguistics as part of this work. Keynote speakers: We are delighted to announce our confirmed keynote speakers: * Matteo Fuoli<https://www.birmingham.ac.uk/staff/profiles/elal/fuoli-matteo> (University of Birmingham, UK) * Brian King<https://english.hku.hk/people/Faculty/61/Dr_Brian_King> (University of Hong Kong, Hong Kong) * Michaela Mahlberg<https://www.dhss.phil.fau.de/person/prof-dr-michaela-mahlberg/> (Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany) * Elena Semino<https://www.lancaster.ac.uk/linguistics/about/people/elena-semino> (Lancaster University, UK) The call for papers opens on 2 September 2025 and closes on 16 November 2025. We welcome abstracts for both oral presentations and poster presentations reporting on work at the intersections of corpus linguistics and discourse analysis, broadly conceived. Contributions might address, but certainly do not need to be limited to, the following areas: * academic, scientific, technological and medical discourse(s); * comparative studies; * discourse(s) and identities; * discourse(s) in language acquisition, language learning and teaching; * discursive and/or language change over time (including historical analyses); * discourse(s) and social issues (e.g., health, the environment, gender and sexuality, technology, politics and polycrises); * figurative language in discourse (e.g. metaphor, metonymy, irony); * institutional discourse(s); * intercultural discourses; * language ideology and policy; * media, social media, new media and hybrid text types; * methodological innovations in corpus and discourse analysis approaches; * multimodality and corpora; * reflective contributions on the assumptions, practices, ethical dilemmas and implications of corpus and discourse analysis research; * corpus stylistics and literary discourse; * translation studies and discourse(s). Submission information: As this is an in-person only conference, all presenting participants must attend the conference in person. Oral presentations should present research that is either completed or that is ongoing with some substantial results. Research that is a work in progress and that is yet to yield substantial results is welcome in the form of a poster presentation. Oral presentations will consist of a 20-minute talk followed by 5 minutes for questions and discussion. For oral/poster presentations, please submit an unstructured abstract of up to 4000 characters (including references). Abstracts should be submitted in the form on this page: https://wp.lancs.ac.uk/cad-2026/call-for-papers/ (the form is also accessible directly here: https://forms.cloud.microsoft/e/qkm2sqPKA1) Please format your in-text references and bibliography in Chicago Citation Style. Key dates: * The call for papers opens on 2 September 2025. * The deadline for abstract submission is 16 November 2025. * Notification of acceptance (or rejection) will be sent out mid January 2026. * Registration opens on 2 February 2026. * Registration closes on 1 June 2026. * The conference will take place from 23 to 25 June 2026.

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AAMAS 2026 Main Track: Abstract Submission in 4 Weeks (October 1st)
by Announce 02 Sep '25

02 Sep '25

*** Main Track: Abstract Submission in 4 Weeks (October 1st) *** The 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026) May 25-29, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://cyprusconferences.org/aamas2026/ We invite you to submit your best work in agents and multiagent systems to AAMAS 2026, the 25th International Conference on Autonomous Agents and Multiagent Systems, to be held in Paphos, Cyprus in May 2026. All submissions will be rigorously peer-reviewed and evaluated on the basis of the overall quality of their technical contribution, taking into account criteria such as originality, significance, soundness, reproducibility, clarity, relevance to the conference, quality of presentation, as well as understanding and appropriate referencing of the state of the art. The papers will be published under CC BY license. Important Dates (for the main technical track) • Abstract submission: October 1, 2025 • Paper submission: October 8, 2025 • Rebuttal period: November 21-25, 2025 • Author notification: December 22, 2025 • Camera-ready paper: February 11, 2026 • Conference: May 25-29, 2026 All deadlines are at the end of the specified day, anywhere on Earth (UTC-12). For submission instructions, please see here: https://cyprusconferences.org/aamas2026/submission-instructions/ Areas of Interest We welcome the submission of technical papers describing significant and original research on all aspects of the theory and practice of autonomous agents and multiagent systems. If you are new to this community, then we encourage you to consult the proceedings of previous editions of the conference to fully appreciate the scope of AAMAS. At the time of submission, you will be asked to associate your paper with one of the following areas of interest: • Learning and Adaptation (LEARN) • Generative and Agentic AI (GAAI) • Game Theory and Economic Paradigms (GTEP) • Coordination, Organizations, Institutions, Norms, and Ethics (COINE) • Search, Optimization, Planning, and Scheduling (SOPS) • Representation, and Reasoning (RR) • Engineering and Analysis of Multiagent Systems (EMAS) • Modeling and Simulation of Societies (SIM) • Human-Agent Interaction (HAI) • Robotics and Control (ROBOT) • Innovative Applications (IA) More information on these areas and the topics covered can be found here: https://cyprusconferences.org/aamas2026/call-for-papers-main-track/ . Workshop Outreach Pipeline AAMAS 2026 will include a pilot designed to encourage submission of high-quality papers from related workshops at sister AI conferences. All submissions will go through the standard AAMAS review process, but PCs from participating workshops will be able to easily bid on papers from "their" workshop. As with all AAMAS submissions, only papers that have not been published in any archival proceedings can be submitted. You can see the full list of workshops in the interest form for authors: https://docs.google.com/forms/d/1UjJbNykWK_fsKWbEHDyMEA02cGheIyPeWxCPcUskwk… [docs.google.com] It is recommended to verify with your workshop chair that they are aware of the pipeline and have promoted it to the workshop's authors and PC. Other Tracks In addition to the main track, AAMAS 2026 will feature four special tracks (AAAI Track, JAAMAS Track, Blue Sky Ideas Track, Demo Track), as well as a Doctoral Consortium. The AAAI Track welcomes AAAI-25 submissions rejected from the main AAAI track that are relevant to the AAMAS research community and received no reject review recommendations (all review scores are weak reject or above). Submission DL: November 17, 2025 https://cyprusconferences.org/aamas2026/call-for-papers-aaai-track/ The focus of the Blue Sky Ideas Track is on visionary ideas, long-term challenges, new research opportunities, and controversial debate. Submission DL (abstract): December 03, 2025 https://cyprusconferences.org/aamas2026/call-for-blue-sky-ideas/ The JAAMAS Track offers authors of papers recently published in the Journal of Autonomous Agents and Multiagent Systems (JAAMAS) that have not previously appeared as full papers in an archival conference the opportunity to present their work at AAMAS 2026. Submission DL: January 06, 2026 https://cyprusconferences.org/aamas2026/call-for-papers-jaamas-track/ The Demo Track allows participants from both academia and industry to showcase their latest developments in agent-based and robotic systems. Submission DL: January 09, 2026 https://cyprusconferences.org/aamas2026/call-for-demonstrations/ Finally, AAMAS invites PhD students working in the research areas covered by AAMAS to take part in the Doctoral Consortium (DC). The DC is an opportunity to interact closely with established researchers in your field as well as other PhD students to receive feedback on your work and to get advice on managing your career. Submission DL (abstract): January 19, 2026 https://cyprusconferences.org/aamas2026/call-for-doctoral-consortium-papers/ Proposals for workshops, competitions and tutorials are also welcome: Workshop proposals: https://cyprusconferences.org/aamas2026/call-for-workshops/ (DL: November 10, 2025) Competition proposals: https://cyprusconferences.org/aamas2026/call-for-competitions/ (DL: November 10, 2025) Tutorial proposals: https://cyprusconferences.org/aamas2026/call-for-tutorials/ (DL: January 16, 2026) Organizing Committee AAMAS 2026 General Chairs • Viviana Mascardi, University of Genova, Italy • John Thangarajah, RMIT University, Australia AAMAS 2026 Program Chairs • Chris Amato, Northeastern University, United States of America • Louise Dennis, University of Manchester, United Kingdom AAMAS 2026 Local Chairs • George A. Papadopoulos, University of Cyprus, Cyprus (Chair) • Panayiotis Kolios, University of Cyprus, Cyprus (Vice Chair) If you have additional questions on the main track, please contact the Program Chairs using aamas2026pcs(a)gmail.com . Contacts for the other calls can be found on the AAMAS 2026 website.

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PhD position on Explainable NLU at the University of Copenhagen
by Isabelle Augenstein 02 Sep '25

02 Sep '25

A fully funded 3-year PhD fellowship on explainable natural language understanding for a start in Spring 2026 is available in the Natural Language Understanding group<https://www.copenlu.com/> at the Department of Computer Science, University of Copenhagen as part of the ExplainYourself project<https://erc.europa.eu/news/erc-2021-starting-grants-results> on Explainable and Robust Automatic Fact Checking. The position requires a Master’s degree. The successful candidate will be supervised by Isabelle Augenstein<http://isabelleaugenstein.github.io/> and co-supervised by Pepa Atanasova<https://apepa.github.io/>. Read more about the position and apply here<https://candidate.hr-manager.net/ApplicationInit.aspx/?cid=1307&departmentI…> by 31 October 2025. The project is funded by an ERC Starting Grant, a highly competitive funding program by the European Research Council<https://erc.europa.eu/homepage>, which supports the most talented early-career scientists in Europe with funding for a period of 5 years for blue-skies research to build up or expand their research groups. In addition to the principal investigator, PhD students and postdocs, the project team includes collaborators from CopeNLU as well as external collaborators. Three PhD students as well as two postdocs have already been recruited as a result of earlier calls, and the project officially kicked off in September 2023<https://www.copenlu.com/news/2023_09_explainyourself/>. Candidates interested in a start in Autumn 2026 instead can express their interest by applying to the ELLIS PhD programme<https://ellis.eu/news/ellis-phd-program-call-for-applications-2025> by 31 October 2025, naming Isabelle Augenstein as a supervisor. More information about PhD opportunities in the CopeNLU research group can be found here<https://www.copenlu.com/news/phd-fellowships-for-start-in-spring-or-autumn-…>. Informal enquiries can be made to Professor Isabelle Augenstein, Department of Computer Science, University of Copenhagen, e-mail: augenstein(a)di.ku.dk<mailto:augenstein@di.ku.dk?subject=PhD%20position%20on%20Explainable%20Natural%20Language%20Understanding>. Isabelle Augenstein, Dr. Scient., Ph.D. Professor and Head of the NLP Section, Department of Computer Science (DIKU) Co-Lead, Pioneer Centre for Artificial Intelligence University of Copenhagen Østervold Observatory Øster Voldgade 3 1350 Copenhagen augenstein(a)di.ku.dk<mailto:augenstein@di.ku.dk> http://isabelleaugenstein.github.io/

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CFP KNLP@ACM-SAC 2026
by Patrizio Bellan 02 Sep '25

02 Sep '25

*Knowledge and Natural Language Processing Track @ ACM-SAC* Aim of the Knowledge and Natural Language Processing (KNLP) track at ACM SAC is to investigate techniques and application of knowledge engineering and natural language processing, focusing in particular on approaches combining them. This is an extremely interdisciplinary emerging research area, at the core of Artificial Intelligence, combining and complementing the scientific results from Natural Language Processing and Knowledge Representation and Reasoning. Topics of interest Topics of interest include, but are not limited to: - Natural Language Processing - NLP tasks for Knowledge Extraction - NLP for Ontology Population and Learning - Sentiment Analysis and Opinion Mining for Knowledge Applications - Interplay between Language and Ontologies - NLP for Explainable Knowledge - Machine Translation techniques for Multilingual Knowledge - NLP for the Web - Bias detection and mitigation in small/large LM - (Small/Large) LM and Knowledge - Knowledge - Knowledge to improve NLP tasks - Knowledge for Information Retrieval - Knowledge-based Sentiment Analysis and Opinion Mining - Combining Knowledge and Deep Learning for NLP - Knowledge for Text Summarization and Generation - Knowledge for Persuasion - Knowledge-based Machine Translation - Knowledge for the Web - Linked Data for NLP - Knowledge-based NL Explainability - LM-enhanced ontology and knowledge engineering methodologies and tools - LM-based agent for knowledge extraction, reasoning, and management - Ontology evaluation via small/large LMs - (Ontological) knowledge memorization in LMs - Knowledge-based techniques for LMs (Retrieval Augmented Generation based approaches, fact-checking, and bias mitigation) - Question answering over knowledge graphs via small/large LMs - Real-world applications that exploit Knowledge and NLP - Real-world applications that exploit Knowledge and NLP - Knowledge and NLP Systems for Big Data scenarios - Knowledge and NLP technology for a diverse, equitable, and inclusive society - Deployment of Knowledge and NLP Systems in specific domains, such as: - Digital Humanities and Social Sciences - eGovernment and public administration - Life sciences, health, and medicine - News and Data Streaming Paper Submission Submissions must not have been published or be concurrently considered for publication elsewhere. Papers should be submitted in PDF using the ACM-SAC proceedings format <https://www.sigapp.org/sac/sac2026/authorkit.php>. Authors' names and affiliations should be entered separately at the submission site and not appear in the submitted papers. Each submission will be reviewed in *a DOUBLE-BLIND *process according to the ACM-SAC Regulations. Student Research Competition (SRC) submissions are welcome (see SAC 2026 SRC page for details <https://www.sigapp.org/sac/sac2026/src_program.php>). Initial Submission Policy - All submissions must initially be submitted as regular papers. There is no separate submission track for poster papers. - Paper selection is based on originality, technical contribution, presentation quality, and relevance to the Knowledge and Natural Language Processing Track. - Based on the outcome of the review process, some submissions—although technically sound—may not be accepted as regular papers due to overall acceptance rate constraints, and could be accepted as posters Minimum Length for Review Consideration - While there is no formal minimum page requirement, submissions of fewer than four (4) full pages that do not demonstrate substantial contributions may be subject to desk rejection without external review. Camera-ready Page Limits - Regular Papers (accepted for publication): - Up to eight (8) pages are included with standard registration. Poster Papers (recommended for acceptance): - Up to two (2) pages are included with standard registration. *Important Dates (check SAC website <https://www.sigapp.org/sac/sac2026/#important-dates> for up-to-date dates)* *September 26, 2025: Regular Paper & SRC Abstract Submission* For further information, please visit the Knowledge and Natural Language Processing Track <https://knlp.fbk.eu/> and ACM-SAC 2026 <https://www.sigapp.org/sac/sac2026/> conference websites or feel free to contact the Track Co-Chairs <knlp(a)fbk.eu>. -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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Final CfP and deadline extension Sep 10 2025 --- LIFT2: Workshop on Computational, formal and field linguistics, Paris
by Timothée Bernard 30 Aug '25

30 Aug '25

CfP: LIFT2: Annual meeting of French national research network of Computational, Formal and Field Linguists The Laboratoire de linguistique formelle (CNRS & Université Paris Cité) will host this year's meeting of the French national research network LIFT2 (=linguistique informatique, formelle et de terrain), which brings together computational, formal and field linguists. The meeting will be held on October 16-17 2025 at Halle aux farines on Campus Rive Gauche in the 13th arrondissement of Paris (near Bibliothèque Nationale and INALCO). See the workshop web page at https://lift2-2025.sciencesconf.org/ <https://lift2-2025.sciencesconf.org/submission/submit> for full information on the event. Key note speakers: * Laura Becker (Albert-Ludwigs-Universität Freiburg) * Guy Emerson (Cambridge University) * Guillaume Jacques (CNRS) * Noortje Venhuizen (Tilburg University) Submission of papers to the LIFT2 2025 Workshop is open to everyone. Presentations may address any topic relevant to the LIFT2 Thematic Network. In particular, though not exclusively: - feedback and experience reports on the use and/or development of computational tools for linguistic analysis; - linguistics and open science: opportunities opened up by sharing data, tools, and publications; - formal language modelling (formal language theory, unification grammars, etc.); - computational methods for the analysis of under-resourced, minimally written, or undocumented languages; - linguistic research and ethics (participatory research, bias in models, applications of computational models, etc.); - reflections on the automation of analysis and validation processes. Those wishing to present their work are invited to submit an anonymised abstract of two to four pages, written in either French or English. Submissions must be in PDF format and comply with the official style guidelines, which are available in the style files https://lift2-2024.sciencesconf.org/data/pages/Styles_LIFT_2024.zip Abstracts must be submitted at https://lift2-2025.sciencesconf.org/submission/submit (requires registration). There are only very few slots for oral presentations. Therefore, decision on presentation type (oral/poster) will be made as part of the review process. Important dates: - Extended submission deadline: 10 September 2025 - Notification of acceptance: 24 September 2025 - Event dates: 16–17 October 2025

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From where could you get lists of word stems and their derivatives for languages? ...
by lbrtchx＠tutamail.com 28 Aug '25

28 Aug '25

they should be formatted as two files of text lines sharing an index a la: stem_index|stem then word|stem_index|POS_index if the word doesn't have a stem word say, conjunctions and pronouns it should be included as it is. Is there such a thing? or how could you suggest one could build it with available resources? lbrtchx

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Re: The results of your email commands (Confirmation token did not match?)
by lbrtchx＠tutamail.com 28 Aug '25

28 Aug '25

I had just hit reply to your initial email lbrtchx Aug 28, 2025, 12:50 by corpora-bounces(a)list.elra.info: > The results of your email command are provided below. > > - Original message details: > From: lbrtchx(a)tutamail.com > Subject: Re: Your confirmation is needed to join the corpora(a)list.elra.info > mailing list. confirm 4a5a815ba9a26374caba962af922c93ce637b021 > Date: Thu, 28 Aug 2025 19:50:12 +0200 (CEST) > Message-ID: <OYlnHjz--J-9(a)tutamail.com> > > - Results: > Confirmation token did not match > > - Done. >

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OpenReview Tutorial for Conference Setup - Does One Exist?
by Wajdi Zaghouani 28 Aug '25

28 Aug '25

Dear NLP Community, Does anyone know of a video tutorial or easy-to-follow guide for setting up and managing conferences on OpenReview? Many new organizers struggle with OpenReview since it's quite different from the previous systems. While OpenReview does have documentation, the current guides are not beginner-friendly and require significant time to understand. The learning curve is particularly steep for newcomers to conference organization. If no accessible tutorial exists, would the community be interested in creating one? A step-by-step video guide would really help new organizers navigate the platform more efficiently and reduce the time spent figuring things out. Please let me know if you have resources to share or would like to help create something. Thanks! Wajdi Zaghouani -- Wajdi Zaghouani, Ph.D. Associate Professor in Residence, Communication Program Northwestern Qatar | Education City T +974 4454 5232 | M +974 3345 4992 [signature_1546530820]

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Call for participation: survey on impacts of pre-printing and reviewing
by Shane Storks 27 Aug '25

27 Aug '25

Dear all, (Apologies for cross-posting.) It has been over a year since the ACL updated its anonymity policies to allow publicly sharing pre-prints of submitted papers and promotion of them on social media. In light of this, we are conducting a survey on the impact of anonymity policies where we are interested to understand how preprinting and reviewers' prior knowledge affects review scores; and the impact of such policies on underrepresented communities. We would greatly appreciate if you took 10-12 minutes to share your opinion. Our survey is linked here <https://forms.office.com/Pages/ResponsePage.aspx?id=d3Ulb4YRP066isnpi8DR9hb…> . Thank you, A Pranav & Shane Storks Queer in AI

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Joint Call for Tutorial Proposals (EACL/ACL) 2026
by Aline Paes 27 Aug '25

27 Aug '25

Joint Call for Tutorial Proposals (EACL/ACL) 2026 The Association for Computational Linguistics (ACL) and the European Chapter of the ACL (EACL) invite proposals for tutorials in conjunction with the ACL 2026 and EACL 2026 conferences. We welcome submissions covering all areas of computational linguistics (CL) and natural language processing (NLP), broadly defined to include related disciplines. We are soliciting proposals for two types of tutorials: - Cutting-edge tutorials in CL/NLP: Covering recent advances in emerging areas not previously addressed in tutorials at EACL, NAACL-HLT, ACL, or EMNLP. - Introductory tutorials in related fields: Offering overviews of disciplines potentially relevant to the CL/NLP community, such as linguistics, bioinformatics, machine learning, human-computer interaction, or applications of large language models in non-English languages. In both cases, the primary goal is to help CL/NLP researchers understand key scientific challenges, their tractability, and their theoretical and practical implications. Presentations of specific technologies or systems are welcome when used to illustrate broader scientific insights. Tutorials will be held at one of the following conference venues: * EACL 2026 (The 19th Conference of the European Chapter of the Association for Computational Linguistics), which will be held as a hybrid conference, and physically held in Rabat, Morocco, from March 24-29, 2026. * ACL 2026 (The 64th Annual Meeting of the Association for Computational Linguistics), which will be held as a hybrid conference and physically held in San Diego, California, from July 2-7, 2026. Other calls will be made in the fall for tutorials colocated with conferences later in the year (e.g., EMNLP and AACL). This call thus exclusively centers EACL and ACL 2026. *Important Dates* EACL/ACL 2026 shared dates: Proposal submission deadline October 20, 2025 Notification of acceptance December 08, 2025 Tutorial slides + abstract + bibliography + any other materials one month prior to the date of the tutorial All deadlines are 11:59 PM UTC-12:00 (“anywhere on Earth”). Fee Waivers Up to 3 instructors per tutorial can have their registration fees waived for the main conference and any subset of co-located tutorials and workshops. Diversity & Inclusion To foster an inclusive culture in our field, we particularly encourage submissions from members of underrepresented groups in CL/NLP, i.e., researchers from any demographic or geographic minority, researchers with disabilities, among others. The overall diversity of the tutorial organizers and potential audience will be taken into account to ensure that the conference program is varied and balanced. Tutorial proposals should describe and will be evaluated according to how the tutorial contributes to topics promoting diversity (e.g., working on minority languages or groups), participation diversity (e.g., coordinating with social affinity groups, providing subsidies, making a promotional plan for the tutorial), and representation diversity among tutorial presenters. For more information or advice, organizers may consult resources such as the BIG directory <http://www.winlp.org/big-directory/>, Black in AI <https://blackinai.github.io/#/membership>, Disability in AI <https://elesa.github.io/ability_in_AI/>, Indigenous AI <https://www.indigenous-ai.net/>, LatinX in AI <https://lxai.app/PUBLIC-DIRECTORY>, Masakhane <https://www.masakhane.io/>, 500 Queer Scientists <https://500queerscientists.com/>, and Women-in-ML’s directory <https://www.wiml.org/directory>. Submission Details Proposals should use the ACL paper submission format. Authors can download <https://github.com/acl-org/acl-style-files> the LaTeX or Word template or use the Overleaf template <https://www.overleaf.com/read/crtcwgxzjskr>. Proposals should not exceed 4 pages of content (plus one page for tutor biographies and unlimited pages for references), should be submitted as PDF documents, and should contain the following: 1. A title and authors, affiliations, and contact information. 2. A brief description of the tutorial content and its relevance to the CL/NLP community. 3. Type of the tutorial: “cutting-edge in CL/NLP” vs ”introductory to fields related to CL/NLP”. 4. Briefly describe the target audience and any expected prerequisites for the attendees, for example: - Math: e.g., “Understand derivatives and integrals as found in introductory calculus” - Linguistics: e.g., “Be able to parse and generate text with dependency grammars” - Machine Learning: e.g., “Understand ‘classical’ supervised methods such as SVM and perceptron” - Neural Network: e.g., “Familiarity with transformers” - Programming or other tools: e.g., “Knowledge of PyTorch and Unix command line tools” 5. An outline of the tutorial structure and content, and how it will be covered in a three-hour slot. In exceptional cases, six-hour tutorial slots are available. These time limits do not include coffee breaks, e.g., a three-hour tutorial in fact occupies a 3.5-hour slot, and a six-hour tutorial occupies a 7-hour slot. 6. Explain how the tutorial includes other people’s work. We recommend that the tutorial cover work by the presenters as well as by other researchers. The submission should explain how this breadth is ensured. Tutorials should not be “self-invited talks”. 7. Diversity considerations, e.g., use of multilingual data, indications of how the described methods scale up to various languages or domains, participation of both senior and junior instructors, demographic and geographical diversity of the instructors, plans for how to diversify audience participation, etc. 8. Reading list. Work that you expect the audience to read before the tutorial can be indicated by an asterisk. Recommended papers should provide breadth of authorship and include work by other authors, as well as work from other disciplines is welcomed if relevant. 9. For each tutorial presenter, a one-paragraph statement of their research interests and areas of expertise for the tutorial topic, as well as experience in instructing an international audience. 10. An estimate of the audience size for the tutorial. If the same or a similar tutorial (or workshops, talks, etc.) has been given before, include information on where any previous version of the tutorial was given and how many attendees the tutorial attracted. 11. A description of special requirements for technical equipment. 12. We intend to make tutorial presentation materials publicly available (e.g., tutorial slides, captioned video recording, as well as software, data, or other resources as applicable) in the ACL Anthology. If any of your tutorial materials cannot be shared, please explain why this is the case. 13. An ethics statement that discusses the ethical considerations related to the topics of the tutorial. 14. A description of any limitations that would restrict the tutorial to a specific venue (EACL or ACL). For example: if the tutorial is compatible with only one of these events, logistically, thematically or otherwise, or if the tutorial cannot be held at a venue for logistical reasons. 15. OPTIONAL: We welcome proposals on the special conference themes. If your tutorial proposal aligns with the special themes of EACL (theme TBA) or ACL (theme TBA), then please explain why this is the case. 16. OPTIONAL: We invite tutorial instructors to include pedagogical material that the audience can bring into classrooms or similar spaces of discussion, to bring attention to the tutorial topic (e.g., a hands-on exercise, discussion questions, a demo, or an assignment). If you would like to provide this, then please explain why this is the case. Tutorial proposals should be submitted online using the softconf system at the following link: https://softconf.com/p/acl-tutorials2026. Proposals will be reviewed jointly by the Tutorial Co-Chairs of the conferences and, optionally, by a group of external experts. Evaluation Criteria Each tutorial proposal will be evaluated according to its clarity and preparedness, novelty or timely character of the topic, instructors’ experience, target audience, open access of the tutorial instructional material, and diversity and inclusion. Instructor Responsibilities Tutorial decisions along with reviews will be released by Dec 08, 2025. Accepted tutorial proposers must then provide abstracts for inclusion in the conference registration material by the specific conference deadlines. The description should be in two formats: (a) an ASCII version that can be included in email announcements and published on the conference website, and (b) a PDF version for inclusion in the electronic proceedings (detailed instructions will be provided). Tutorial speakers must provide tutorial materials (e.g., slides, a relevant list of papers) at least one month prior to the start date of the hosting conference. The final submitted tutorial materials must minimally include copies of the course slides and a bibliography for the material covered in the tutorial. After the conference, the presenters will be invited to update their slides in the ACL Anthology (if needed). Tutorial Chairs *EACL - Aline Paes, Fluminense Federal University, Brazil - Rodrigo Wilkens, University of Exeter, UK - Chenghua Lin, The University of Manchester, UKå *ACL - Kenton Murray, Johns Hopkins University, USA - Jacob Andreas, MIT, USA If you have any questions related to tutorial proposals, you can reach us at eaclacl2026_tutorials(a)googlegroups.com <eacl2026_tutorials(a)googlegroups.com>.

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[CfP] Fourth Workshop on Text Simplification, Accessibility and Readability (TSAR) at EMNLP
by Stodden, Regina 27 Aug '25

27 Aug '25

Call for Papers: Fourth Workshop on Text Simplification, Accessibility and Readability 📅 Deadline: 2 September 2025 (Anywhere on Earth) 📍 Co-located with EMNLP 2025 (https://2025.emnlp.org/) – Suzhou, China We’re excited to announce that the Fourth Workshop on Text Simplification, Accessibility, and Readability (TSAR 2025, https://tsar-workshop.github.io/) is now accepting submissions! TSAR brings together researchers, practitioners, and industry experts working to make information more inclusive and accessible. 💡 Topics of interest include (but aren't limited to): * Lexical, syntactic, discourse, and document simplification * Text complexity assessment & complex word identification * Domain-specific applications (health, legal, etc.) * Evaluation metrics at different granularity levels * Large Language Models (LLMs) & multi-agent systems for accessibility 💬 Didn't get accepted to the EMNLP or INLG main conference? * Consider submitting your work to TSAR 2025 — we welcome high-quality papers on our topics of interest, and the workshop offers a great opportunity for discussion, networking, and feedback from a focused research community. 📄 Submission Types: * Long & Short Papers – Following official ACL style templates and formatting guidelines. * Demo Papers – 6 pages including references, describing implemented systems related to workshop topics. 📅 Key Dates (AoE) * (Extended) Submission deadline: 2 September 2025 * Notifications: 30 September 2025 * Camera-ready: 7 October 2025 * Workshop: 5–9 November 2025 🔗 Full Call for Papers: https://tsar-workshop.github.io/cfp/ Join us in shaping the future of accessible and simplified communication! 🌍✨

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Job opening for a Tenure-Track Position in Italy
by Roberto Zamparelli 27 Aug '25

27 Aug '25

The Center for Mind-Brain Sciences (CIMeC) at the University of Trento, Italy, invites expressions of interest for the forthcoming opening of a Tenure Track Researcher (RTT) position in Computational Linguistics. The ideal candidate should have an interest in the relation between CL and cognitive models of language and cognition. The applicant will be expected to teach in English and to collaborate with the local faculty in one of the largest cognitive science departments in Italy. See full job specification in https://www.cimec.unitn.it/en/71/language-interaction-and-computation-labor… The University of Trento is an equal opportunity institution. Applications from female candidates are especially encouraged. Informal inquiries regarding the position can be addressed to cimec.clic-lab(a)unitn.it, Prof. Roberto Zamparelli ( roberto.zamparelli(a)unitn.it), or Prof. Jakub Szymanik ( jakub.szymanik(a)unitn.it). Expressions of interest should be addressed via email to cimec.clic-lab(a)unitn.it *Deadline: *September 14, 2025 Roberto Zamparelli, Associate Professor in Linguistics CIMEC, University of Trento https://www.cimec.unitn.it/

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TT Junior Professor NLP / Computational Linguistics (Akademische/r Rat/Rätin) at LMU Munich
by Hinrich Schuetze 27 Aug '25

27 Aug '25

The CIS institute at LMU Munich has an opening for a tenure-track Akademische/r Rat/Rätin (roughly equivalent to lecturer or junior professor) in NLP / Computational Linguistics. Details are available here: https://cis.lmu.de/web/arposition2026.html

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Call for Participation: the 2nd UniDive Training School on Linguistic Diversity in NLP
by Santiago Herrera 26 Aug '25

26 Aug '25

Dear all, We invite everyone interested to attend the 2nd UniDive Training School on Linguistic Diversity in NLP. Dates: 20-24 January, 2026 (Tuesday-Saturday) Location: Yerevan State University (YSU), Yerevan, Armenia Coordinating Project: UniDive (Universality, Diversity and Idiosyncrasy in Language Technology) Website: https://unidive.lisn.upsaclay.fr/doku.php?id=meetings:other-events:2nd_unid… <https://www.google.com/url?q=https://unidive.lisn.upsaclay.fr/doku.php?id%3…>Cost: Participants selected on the basis of their applications will be reimbursed, details below. We are happy to announce the 2nd edition of UniDive Training School on Universality, Diversity and Idiosyncrasy in Language Technology. It is dedicated mainly (but not exclusively) to young researchers and investigators. Researchers working on low-resourced languages, dialects and varieties are particularly welcome. See below for the application details. TRAINING SCHOOL ACTIVITIES Courses Linguistic Typology for NLP researchers: Methods and Resources in the 21st century <https://www.google.com/url?q=https://unidive.lisn.upsaclay.fr/lib/exe/fetch…> - by Harald Hammarström (Uppsala University, Sweden) and Luigi Talamo (Saarland University, Germany) Large Language Models for Low-Resourced Languages: Hands-On Approaches to Cultural and Genre Diversity in NLP <https://www.google.com/url?q=https://unidive.lisn.upsaclay.fr/lib/exe/fetch…> - by Maria Carp (Romanian Academy, Bucharest, Romania) and Nina Hosseini-Kivanani (RTL Luxembourg and University of Luxembourg) Diversity quantification in natural language processing: The why, what, where and how <https://www.google.com/url?q=https://unidive.lisn.upsaclay.fr/lib/exe/fetch…> - byLouis Estève <https://www.google.com/url?q=https://www.lisn.upsaclay.fr/membres/esteve-lo…> (Université Paris-Saclay, CNRS, France), Marie-Catherine de Marneffe (Université Catholique Louvain, Belgium), Nurit Melnik (The Open University, Israel), Agata Savary <https://www.google.com/url?q=https://perso.limsi.fr/savary/&source=gmail-im…>(Université Paris-Saclay, CNRS, France) and Olha Kanishcheva (Heidelberg University, Germany, SET University, Ukraine) Poster sessions Brainstorming hackathon on open issues submitted by the trainees CALL FOR APPLICATIONS Each applicant should submit a project related to language diversity and the topics of the training school (e.g., research in fields such as linguistic variation, diversity, typology, and computational linguistics, including specific topics like diversity quantification across textual genres, corpora and languages). The length of the application should be 2 pages (excluding references). The application should contain: The title Applicant’s name and affiliation (including the country of the affiliation) A list of 3-4 key-words Description of the project related to the topics of the training school Explanation how the participation in the training school will be useful for the project Short statement of the project phase (planned, started, ongoing) The projects are to be submitted via the OpenReview portal. IMPORTANT DATES Trainee's application deadline: 12 September, 2025 (AoE) Acceptance notification: 17 October, 2025 Invitations for visas (if needed): 20 October, 2025 Official confirmations of travel grants: Early November Training school: January 20-24, 2026 TRAINEE’S SELECTION CRITERIA We can fund about 40 trainees to come to Yerevan (additionally to local trainees). In case of a larger number of candidates, the selection criteria will include: Trainee’s country: trainees only from COST countries and Near-Neighbour Countries can be funded. See here and here Age: Young Researchers and Investigators, i.e. under the age of 40, are promoted Gender and geographical balance (notably between Inclusiveness Target Countries and others COST countries) Relevance and quality of the project submitted by the trainee Status of the languages, dialects, or varieties on which the trainee intends to work (low-resourced languages, dialects, or genres are promoted) If you are not selected on the basis of these criteria and you can find other financial sources to cover your travel, accommodation and meals, you are also welcome to participate. The authors of the selected projects will present them in a poster session during the Training School. PROGRAM CHAIRS Victoria Bobicev Anna Danielyan Santiago Herrera Esther Ploeger Wessel Poelman Ranka Stanković Abigail Walsh For any question, please contact the organisers at adanielyan82(a)gmail.com <mailto:adanielyan82@gmail.com> and s.herrera(a)parisnanterre.fr <mailto:s.herrera@parisnanterre.fr> Looking forward to seeing you in Yerevan, Program Chairs

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OGA/OLA Temporary Server Downtime
by Giuseppe G. A. Celano 26 Aug '25

26 Aug '25

Dear all, Over the last month, the server for OGA and OLA [1] has experienced occasional downtimes, including the current one, due to connectivity issues within the hosting department of Leipzig University. This is an infrastructure issue outside my control, and I am monitoring the situation closely. I will keep you updated if there are significant further developments. I apologise for any inconvenience this may cause. Best regards, Giuseppe Celano ----- [1] https://annis.varro.informatik.uni-leipzig.de

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Call for participation: First Workshop on Optimal Reliance and Accountability in Interaction with Generative Language Models (ORIGen)
by Nikhil Krishnaswamy 26 Aug '25

26 Aug '25

We are pleased to invite participation in the First Workshop on Optimal Reliance and Accountability in Interaction with Generative Language Models (ORIGen) to be held in conjuction with the Conference on Language Modeling (COLM) in Montreal, Canada, on October 10, 2025! With the rapid integration of generative AI, exemplified by large language models (LLMs), into personal, educational, business, and even governmental workflows, such systems are increasingly being treated as “collaborators” with humans. In such scenarios, underreliance or avoidance of AI assistance may obviate the potential speed, efficiency, or scalability advantages of a human-LLM team, but simultaneously, there is a risk that subject matter non-experts may overrely on LLMs and trust their outputs uncritically, with consequences ranging from the inconvenient to the catastrophic. Therefore, establishing optimal levels of reliance within an interactive framework is a critical open challenge as language models and related AI technology rapidly advances. - What factors influence overreliance on LLMs? - How can the consequences of overreliance be predicted and guarded against? - What verifiable methods can be used to apportion accountability for the outcomes of human-LLM interactions? - What methods can be used to imbue such interactions with appropriate levels of “friction” to ensure that humans think through the decisions they make with LLMs in the loop? ORIGen will examine questions of reliance, trust, confidence, and accountability in interactions with modern generative systems from an interdisciplinary perspective, and we seek engagement from the NLP, AI, HCI, robotics, education, and cognitive science communities and beyond. The workshop will feature paper presentations as well as 4 invited talks from leading AI, NLP, and HCI researchers, and a panel discussion on the Future of Reliable and Accountable AI. More information about the workshop can be found at: https://origen-workshop.github.io 9:00-9:15 - Opening remarks 9:15-9:50 - Invited talk I: Andreas Vlachos is a Professor of Natural Language Processing and Machine Learning at the Department of Computer Science and Technology at the University of Cambridge and a Dinesh Dhamija fellow of Fitzwilliam College. His expertise includes dialogue modeling, automated fact-checking, imitation and active learning, semantic parsing, and natural language generation and summarization. 9:50-11:00 - Accepted paper lightning talks: 4 minutes each + 1 minute transition 11:00-11:15 - Coffee break 11:15-12:00 - Keynote talk: Malihe Alikhani is an Assistant Professor at Northeastern University’s Khoury College of Engineering and Visiting Fellow at The Center on Regulation and Markets at Brookings. She works towards developing safe and fair AI systems that enhance communication, decision-making, and knowledge-sharing across disciplines and populations. 12:00-12:35 - Invited talk II: Bertram F. Malle is a Professor of Cognitive and Psychological Sciences at Brown University. He received the Society of Experimental Social Psychology (SESP) Outstanding Dissertation award, an NSF CAREER award, the Decision Analysis Society 2018 best publication award, several HRI best-paper awards, and the 2019 SESP Scientific Impact Award. Malle’s research focuses on moral psychology and human-machine interaction. 12:35-2:05 - Lunch 2:05-2:40 - Invited talk III: Q. Vera Liao is an Associate Professor of Computer Science and Engineering at the University of Michigan, and previously a researcher at Microsoft Research and IBM research. Her current interests are in human-AI interaction, responsible AI and AI transparency, with a goal of bridging emerging AI technologies and human-centered perspectives. 2:40-3:40 - Poster Session 3:40-4:00 - Coffee break 4:00-4:45 - Panel discussion: Future of Reliable and Accountable AI Matthias Scheutz, Tufts University Jesse Thomason, University of Southern California Diyi Yang, Stanford University Matthew Marge, DARPA 4:45-5:00 - Conclusion The list of accepted papers can be found at https://origen-workshop.github.io/programme/ Nikhil Krishnaswamy Assistant Professor of Computer Science *Colorado State University*

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Job opening for linguistic software development
by Vincent Vandeghinste 25 Aug '25

25 Aug '25

The Centre for Computational Linguistics (KU Leuven) is seeking a research-oriented full-stack developer to contribute to cutting-edge linguistic infrastructure by reimagining the next generation of GrETEL, a treebank query system developed at KU Leuven. This position is part of CLARIAH-VL+ [1], a strategic research infrastructure project funded by the Flemish Research Foundation (FWO). It provides the opportunity to work at the intersection of computational linguistics, language technology, and digital humanities. More information and link to the application here [2]. Links: ------ [1] https://clariahvl.hypotheses.org/2582 [2] https://www.kuleuven.be/personeel/jobsite/jobs/60510459

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call for participation in our survey on collecting data in the era of LLMs
by Neele Falk 25 Aug '25

25 Aug '25

--------Call for participation in a research survey on collecting data in the era of LLMs------------------------------- Dear Collegues, We (researchers originally from University of Stuttgart, Kopenhagen and Gent) are conducting a survey on the challenges of collecting data in the era of large language models (LLMs). In particular, we are interested in issues such as crowdworkers relying on LLMs to generate free-text responses that are expected to be written by themselves. Our goal is to better understand the contexts in which researchers encounter these problems and to find possible solutions. The survey is completely anonymous and should take about 5–10 minutes to complete. You can access it here: https://ugent.qualtrics.com/jfe/form/SV_6KUJzBhQSgemzpY We would be very grateful for your input—your perspective will help support this research. Thank you for your time and support! Best regards Aswathy Velutharambath, Amelie Wührl, Sofie Labat, Tarun Tater and Neele Falk

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[CfP] CHOMPS Workshop colocated with IJCNLP-AACL 2025
by Aman Sinha 24 Aug '25

24 Aug '25

First CFP: CHOMPS – Confabulation, Hallucinations, & Overgeneration in Multilingual & Precision-critical Settings (with our apologies for cross-posting) Venue: IJCNLP-AACL 2025 (https://2025.aaclnet.org/), Mumbai, India Date: 23/24th December 2025 (TBC) Workshop website: https://chomps2025.github.io/ * Description * Despite rapid advances, LLMs continue to "make things up": a phenomenon that manifests as hallucination, confabulation, and overgeneration. That is, produce unsupported and unverifiable text that sounds deceptively plausible. These outputs pose real risks in settings where accuracy and accountability are non-negotiable, including healthcare, legal systems, and education. The aim of the CHOMPS workshop is to find ways to mitigate one of major the hurdles that currently prevent the adoption of Large Language Models in real-world scenarios: namely, their tendency to hallucinate, i.e., produce unsupported and unverifiable text that sounds deceptively plausible. The workshop will explore hallucination mitigation in practical situations, where this mitigation is crucial: in particular, precision-critical applications (such as those in the medical, legal and biotech domains), as well as multilingual settings (given the lack of resources available to reproduce what can be done for English in other linguistic contexts). In practice, we intend to invite works of the following (not exclusive) list of topics: * Workshop topics * - Metrics, benchmarks and tools for hallucination detection - Factuality challenges in mission critical & domain-specific (e.g., medical, legal, biotech) and their consequences - Mitigation strategies during inference or model training - Studies of hallucinatory and confabulatory behaviors of LLMS in cross-lingual and multilingual scenarios - Confabulations in language & multimodal (vision, text, speech) models - Perspectives and case studies from other disciplines - … * Invited speakers * - Anna ROGERS, IT University of Copenhagen - Danish PRUTHI, IISc Bangalore - Abhilasha RAVICHANDER, University of Washington * Submission details * The workshop is designed with a widely inclusive submission policy so as to foster as vibrant a discussion as possible. Archival or non-archival submissions may consist of up to 8 pages (long) or 4 pages (short) of content. Dissemination submissions may consist of up to 1 pages of content. On acceptance, authors may add one additional page to accommodate changes suggested by the reviewers. Please use the ACL style templates available here: https://github.com/acl-org/acl-style-files The submissions need to be done in PDF format via (a) via Direct submission (https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/CHOMPS) (b) via ARR commitment (https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/CHOMPS…) * Important dates * Paper submission deadline: September 29, 2025 Direct ARR commitment: October 27, 2025 Author notification: November 3, 2025 Camera-Ready due: November 11, 2025 Workshop date: December 23-24, 2025 (TBC) * Contact * For questions, please send an email to chomps-aacl2025(a)googlegroups.com or contact one of the workshop chairs: - Aman Sinha, Université de Lorraine, aman.sinha(a)univ-lorraine.fr - Raúl Vázquez, University of Helsinki, raul.vazquez(a)helsinki.fi - Timothee Mickus, University of Helsinki, timothee.mickus(a)helsinki.fi

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eLex 2025 registration reminder
by Iztok Kosem 23 Aug '25

23 Aug '25

(Apologies for cross-posting) Dear colleagues, This is a reminder that the eLex 2025 early-bird registration deadline is September 5th. The conference website https://elex.link/elex2025/ has been updated with a list of presentations, workshop programmes, and more. Looking forward to seeing you in Bled Iztok Kosem Head of the organising committee

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[CfP] Third Workshop on AI for Scientific Publications (WASP) at IJCNLP-AACL 2025
by tghosal＠acm.org 23 Aug '25

23 Aug '25

***Call for Papers WASP @ IJCNLP-AACL 2025*** https://ui.adsabs.harvard.edu/WIESP/2025/ Building on the success of the First Workshop on Information Extraction from Scientific Publications (WIESP) at AACL-IJCNLP 2022 and the Second WIESP at IJCNLP-AACL 2023, the Third Workshop on Artificial intelligence for Scientific Publications (WASP) at IJCNLP-AACL 2025 aims to establish itself as a pivotal platform for promoting discussions and research in the field of Natural Language Processing (NLP) and Artificial Intelligence (AI). This gathering will bring together esteemed experts and renowned organizations with students and early-career researchers who are interested and invested in efforts to extract and mine the world’s scientific knowledge from research papers. Their collaboration will be focused on developing advanced algorithms, models, and tools that will lay the foundation for future machine comprehension of scientific literature. The third iteration of WASP will specifically concentrate on various topics related to Artificial Intelligence research for scientific publications: ***Topics (not limited to)*** Scientific document parsing and structured information extraction Scientific named-entity recognition and concept identification Citation context/span extraction and citation-based knowledge mining Argument extraction and scientific discourse analysis Scientific article summarization and headline generation Question-answering and fact retrieval from scientific literature Prompt engineering and retrieval-augmented generation (RAG) for science Q&A Chain-of-thought reasoning and scientific problem-solving with LLMs LLM-powered information extraction from scientific texts Pretraining and fine-tuning LLMs on scientific corpora Evaluation and alignment of LLMs for scientific understanding AI-assisted scientific discovery and hypothesis generation Ethical and responsible use of LLMs in scientific publishing Large Language Reasoning Models for Scientific Discovery LLM hallucinations and impact on scientific knowledge, publications Challenges, Future of AI in Scientific Publishing AI, Peer Review, and Scientific Publishing Impact of Generative AI on Scientific Publishing In addition to papers, WASP will also host a shared task. ***Telescope Reference and Astronomy Categorization Shared (TRACS)*** https://ui.adsabs.harvard.edu/WIESP/2025/shared_task We will publish a separate CfP on the shared task. Shared task authors will be invited to write their system descriptions, which will then undergo light peer review. All accepted papers and shared task system papers will be published in the WASP proceedings as part of IJCNLP-AACL 2025 and indexed in the ACL Anthology. ***Important Dates*** Paper submission deadline (WASP+TRACS): September 29, 2025 ARR commitment deadline: October 27, 2025 Notification of paper acceptance (WASP+TRACS): November 3, 2025 Camera-ready submission deadline (WASP+TRACS): November 11, 2025 Workshop: December 23, 2025 (hybrid) All submission deadlines are 11.59 pm UTC -12h (“Anywhere on Earth”) ***Paper Submission Site*** https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/WASP Submission will be via OpenReview. Submissions should follow the ACLPUB formatting guidelines and use the provided template files. Paper formatting guidelines - ACLPUB Submissions (Long and Short Papers) will be subject to a double-blind peer-review process. We follow the same policies as IJCNLP-AACL 2025 regarding anonymity, preprints, and double submissions. Please reach out to the organizers (cc'ed) for any queries. Thank you! -- +++++++++++++++++++++++++++++++++++ Dr. Tirthankar Ghosal Scientist (NLP/AI and HPC) National Center for Computational Sciences (NCCS) Oak Ridge National Laboratory, United States & Affiliate Faculty (NLP/AI) University of Tennessee Knoxville United States https://www.tirthankarghosal.com ++++++++++++++++++++++++++++++++++++

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[CfP] 3rd Workshop on AI for Scientific Publications (WASP) at IJCNLP-AACL 2025
by tghosal＠acm.org 23 Aug '25

23 Aug '25

https://www.aclweb.org/portal/content/third-workshop-artificial-intelligenc…

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Lecturer opportunities at University of Birmingham, UK
by Mark Lee 22 Aug '25

22 Aug '25

We have a number of permanent academic Assistant/Associate Prof posts open in all areas of Computer Science including Artificial Intelligence and Natural Language Processing in the School of Computer Science. Applications due September 30th. Please see the following link for more details: https://www.jobs.ac.uk/job/DOI907/assistant-or-associate-professor-in-compu… With best regards, Mark Mark Lee DPVC (India) Professor of Artificial Intelligence www.cs.bham.ac.uk/~mgl<http://www.cs.bham.ac.uk/~mgl> University of Birmingham

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ConsILR-2025 - deadline extension
by Elena Irimia 22 Aug '25

22 Aug '25

ConsILR-2025 - deadline extension the 20th edition of the International Conference on Linguistic Resources and Tools for Natural Language Processing (https://conferences.info.uaic.ro/consilr/2025 <https://conferences.info.uaic.ro/consilr/2025/index.html>) Important Dates: August 23, 2025September 10, 2025– abstracts submission (max 300 words) August 31, 2025September 13, 2025 – paper submission September 21, 2025 September 20, 2025 – authors’ notification September 31, 2025 – final form submission October 8 - 10, 2025 – ConsILR Conference October 17, 2025 - final form submission Venue: Casa Academiei Române (House of the Romanian Academy), 13, Calea 13 Septembrie, Bucharest, Romania and ONLINE We invite papers presenting original and unpublished research, as well as descriptions of accomplished or in-progress work, in all areas of natural language processing. We welcome contributions covering a range of topics, including but not limited to: - Natural Language Processing (NLP) Techniques and Applications - Large Language Models (LLMs) and Applications - Digital Humanities in Language Technology - (Mono- or multimodal) Language Resources and Tools for text, speech, images and videos - Computational Models and Algorithms in Language Processing - Applied Linguistics and NLP Integration - Morphosyntactic Structures in Language Processing - Semantic and Pragmatic Analysis in NLP - Multi-word Expressions and Idiomatic Language in NLP - Cultural and Contextual Factors in Language Technology - Romanian Language Processing and Contrastive Linguistics Authors are encouraged to submit, in addition to the papers per se, open-source linguistic resources, such as corpora (or corpus examples), demo code, video and sound files. Confirmed invited speakers: Agata Savary <https://perso.limsi.fr/savary/> Amalia Todirașcu <https://fr.linkedin.com/in/amalia-todirascu> Marius Ursache <https://www.linkedin.com/in/mariusursache/> Paula Gradu <https://www.linkedin.com/in/paula-gradu-7505591b0> Organisers: - “Mihai Drăgănescu” Research Institute for Artificial Intelligence of the Romanian Academy - Institute of Computer Science of the Romanian Academy – Iași Branch - Faculty of Computer Science of the “Alexandru Ioan Cuza” University of Iași - “Alexandru Philippide” Institute of Philology of the Romanian Academy – Iași Branch - Romanian Association of Computational Linguistics - Academy of Technical Sciences of Romania The abstracts (max. 300 words) and papers (an even number of pages, between 6 and 12, including references) must be written in British English. Details about the paper format are available on the conference website. The Proceedings of the Conference will be sent for indexing to Clarivate Analytics. Further information can be found on the conference web site: https://conferences.info.uaic.ro/consilr/2025 <https://conferences.info.uaic.ro/consilr/2025/index.html>. On behalf of the ConsILR-2025 Organising Committee, Dr. Elena Irimia

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Extended Deadline: Special Issue on Advancing Arabic Language Models: Resources, Evaluation, and Applications in the Era of Large Language Models
by Wassim El Hajj 22 Aug '25

22 Aug '25

Due to many requests, the new extended deadline is 1st November 2025. Apologies for cross-posting. --------------------------------------------------------------------------- CALL FOR PAPERS: Language Resources and Evaluation Journal - Special Issue on Advancing Arabic Language Models: Resources, Evaluation, and Applications in the Era of Large Language Models Springer Nature: https://link.springer.com/collections/ieheibhacc Guest Editors: Wassim El Hajj (American University of Beirut - Mediterraneo, Cyprus) Hend S. Al-Khalifa (King Saud University, KSA) Ahmed Ali (Saudi Authority for Data and Artificial Intelligence (SDAIA), KSA) Overview This special issue aims to explore the latest advancements, challenges, and future directions in Arabic Language Models (LMs), with a particular focus on Large Language Models (LLMs). It addresses the critical need for robust language resources, comprehensive evaluation frameworks, and innovative applications that cater to the unique linguistic characteristics of Arabic, including its dialects. The issue brings together researchers, linguists, and practitioners to discuss state-of-the-art methodologies, datasets, and evaluation metrics that contribute to the development of more accurate, culturally aligned, and ethically sound Arabic LLMs. By focusing on the intersection of Arabic linguistics, artificial intelligence, and cultural studies, this special issue will provide a comprehensive overview of the current state and future prospects of Arabic LLMs, contributing significantly to the field of language resources and evaluation. Topics of Interest We invite submissions on topics including, but not limited to, the following areas. Both original research contributions and substantial extensions of previously published work are welcome. · Development of large-scale datasets for Arabic, including dialectal varieties. · Novel approaches to Arabic language modeling, including deep learning and hybrid methodologies. · Evaluation frameworks and benchmarks for Arabic LLMs, with a focus on comprehensive assessment across dialects and tasks. · Cultural and ethical considerations in developing and deploying Arabic LLMs. · Applications of Arabic LLMs in education, communication, and other domains. · Challenges and solutions in handling the syntactic and dialectic variations of Arabic in LLMs. · Comparative studies of Arabic LLMs with other language models. · Techniques for improving the efficiency and performance of Arabic LLMs · Interpreting and explaining Arabic LLMs. For further information on this initiative, please refer to https://link.springer.com/collections/ieheibhacc IMPORTANT DATES Submission Deadline: November 1, 2025 Final Decisions: February 30, 2026 Publication: Second Quarter of 2026 SUBMISSION GUIDELINES Authors should follow the "Instructions for Authors (https://link.springer.com/journal/10579/submission-guidelines)" on the LRE journal website. Best Regards on behalf of the Guest Editors, Wassim El Hajj Hend S. Al-Khalifa Ahmed Ali

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The Annual ACM Conference on Intelligent User Interfaces (IUI 2026): Last Mile for Workshop Proposals Submission
by Announce 21 Aug '25

21 Aug '25

*** Last Mile for Workshop Proposals Submission *** The Annual ACM Conference on Intelligent User Interfaces (IUI 2026) March 23-26, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://iui.hosting.acm.org/2026/ (*** Submission Deadline: August 29, 2025 (extended and final!) ***) We are pleased to invite proposals for workshops to be held in conjunction with the Annual International ACM Conference on Intelligent User Interfaces (ACM IUI 2026), Paphos, Cyprus. Workshops aim to provide a venue for presenting research on emerging or specialized topics of interest and to offer an informal forum for discussing research questions and challenges. Potential workshop topics should be related to the general theme of the conference (“Where HCI meets AI”). We welcome proposals for a wide range of *full-day* or *half-day* workshops, including but not limited to: • Mini Conferences: Workshops that focus on a specific topic and may have their own paper submission and review processes. • Interactive Formats: Workshops that encourage active participation and hands-on experiences through break-out sessions or group work to explore specific topics. They may have their own paper submission and review process or target a report summarizing the discussions and outcomes. • Emerging Work Sessions: Workshops that foster discussion around emerging ideas. Organizers may raise specific topics and invite position papers, late-breaking results, or extended abstracts. • Project-Centric Formats: Workshops tied closely to a specific existing large-scale funded project(e.g., NSF, EU) with the goal to engage a broader community. • Interactive Competitions: Formats that invite individuals and teams to participate in challenges or hackathons on selected topics relevant to IUI. Review and Oversight by Workshop Chairs Proposals will be reviewed and evaluated by the Workshop Chairs. It is possible that workshops may be cancelled, shortened, merged, or restructured if there are insufficient submissions. Workshop summaries will be included in the ACM Digital Library for ACM IUI 2026. We will also publish joint workshop proceedings for accepted workshop submissions (through CEUR or a similar venue). Responsibilities of Workshop Organizers • Coordinate the Call for Papers, including solicitation, submission handling, and peer review process. • Create and maintain a dedicated website with workshop information. The IUI 2026 website will link to this page. • Prepare and communicate a Call for Participation, targeting both IUI and broader relevant communities (e.g., via mailing lists, social media, newsgroups, or offline events). • Facilitate the planned activities, including paper presentations, discussions, and/or interactive elements. • Submit a workshop summary for inclusion in the ACM Digital Library. • Collect camera-ready papers and author agreements from workshop participants for the joint workshop proceedings (CEUR or similar). Note that for the joint proceedings (CEUR or similar), submissions should be peer-reviewed and will need to meet publishers’ guidelines. CEUR, for example, requires a 5-page minimum per contribution. Note that not all workshop formats listed above may meet these requirements, and we may not be able to include them. IUI 2026 is an in-person event, and we expect workshop organizers to attend, allowing the workshop to be conducted on-site. One author per paper is expected to attend in person to present the work. Proposal Format Workshop proposals should be a maximum of four pages long (single-column format). Prepare your submission using the latest templates: Word Submission Template (https://authors.acm.org/binaries/content/assets/publications/taps/acm_submi…), or the LaTex Template (https://authors.acm.org/proceedings/production-information/preparing-your-a…). For Latex, please use “\documentclass[manuscript,review]{acmart}”. The proposals should be organized as follows: • Name and title: A one-word acronym and a full title. Please indicate “(Workshop)” after the title. • Abstract: A brief summary of the workshop. • Description of workshop topic: Should discuss the relevance of the proposed topic to IUI and its interest for the IUI 2026 audience. Include a concise discussion of why this workshop is particularly relevant for the intended audience and how it will complement and enhance topics covered at the main conference. • Previous history: List of previous workshops on this topic, including the conferences that hosted them and the number of participants. If available, report on past editions of the workshop (including URLs), along with a brief statement of the workshop series (e.g., covering topics, number of paper submissions, and participants), as well as post-workshop publications over the years and acceptance statistics. If this is the first edition of the workshop, describe how it differs from others on similar topics (e.g., by including conference names and years). • Organizer(s): Names, affiliations, emails, and web pages of the organizer(s). Provide a brief description of the background of the organizer(s). Strong proposals normally include organizers who bring differing perspectives on the topic and are actively connected to the communities of potential participants. Please indicate the primary contact person and the organizers who will attend the workshop. Also, please provide a list of other workshops organized by workshop organizers in the past. • Workshop program committee: Names and affiliation of the members of the (tentative) workshop program committee that will evaluate the workshop submissions. • Participants: Include a statement of how many participants you expect and how you plan to invite participants for the workshop. If possible, include the names of at least 10 people who have expressed interest in participating in the workshop or tutorial. • Workshop activities: A brief description of the format regarding the mix of events or activities, such as paper presentations, invited talks, panels, demonstrations, teaching activities, hands-on practical exercises, and general discussion. • Planned outcomes of the workshop: What are you hoping to achieve by the end of the workshop? Please list here any planned publications or other outcomes expected. • Length: Full-day or half-day. Submission Platform • All materials must be submitted electronically to PCS 2.0 http://new.precisionconference.com/~sigchi by the proposal submission deadline. • In PCS 2.0, first click "Submissions" at the top of the page, from the dropdown menus for society, conference, and track, select "SIGCHI", "IUI 2026", and then "IUI 2026 Workshops", and press "Go". We encourage both researchers and industry practitioners to submit workshop proposals. To support diverse perspectives in the workshops, we strongly recommend including organizers from varied institutions and backgrounds. Furthermore, we welcome workshops with an innovative structure that can attract diverse types of contributions and foster valuable interactions. Prospective organizers are encouraged to contact the Workshop Chairs in advance (workshops2026(a)iui.acm.org) to discuss ideas, receive feedback, or seek assistance in preparing engaging proposals. Especially for workshop proposals featuring innovative interactive formats, we are happy to help further develop and implement the ideas. Important Dates (AoE) • Workshop Proposals: August 29, 2025 (extended and final!) • Decision Notification: September 19, 2025 • Camera-ready Summaries: February 6, 2026 Workshop Chairs Karthik Dinakar, Pienso, USA Werner Geyer, IBM Research, USA Patricia Kahr, University of Zurich, Switzerland Antonela Tommasel, CONICET, Argentina

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Introduction to Artificial Intelligence for Translators and Interpreters course
by Constantin Orasan 21 Aug '25

21 Aug '25

The Centre for Translation Studies (CTS) at the University of Surrey invites applications for a place in our stand-alone course on "Introduction to Artificial Intelligence for Translators and Interpreters". This course introduces students to the fundamentals of Artificial Intelligence (AI) and its applications in the field of translation and interpreting. The course covers a wide range of topics, from the basic concepts of AI to more advanced areas and techniques including machine learning, large language models (LLMs) and LLM leveraging and customisation of automatic speech recognition (ASR) engines. Students will be taught different prompting techniques which allows them to interact with LLMs like ChatGPT, so they can develop advanced problem-solving skills. Students will tackle AI-related tasks that are relevant in the fields of translation and interpreting, such as machine translation, customisation of ASR engines and the use of machine assistance in tasks requiring creativity skills (e.g. transcreation). They will also explore the ethical implications of AI and the potential impact of AI on the future of the language industry. The module is offered in synchronous online mode. The module will run for 11 weeks starting on 23rd September. The tentative time slot is Tuesdays, 4-6pm UK time. You can find more details about the module and how to register at https://www.surrey.ac.uk/cpd-and-short-courses/tram511-introduction-artific… The full list of standalone courses we offer this year is available at https://www.surrey.ac.uk/centre-translation-studies/continuing-professional… Should you have any questions, do not hesitate to get in touch. --- Prof Constantin Orăsan Professor of Language and Translation Technologies Centre for Translation Studies<https://www.surrey.ac.uk/centre-translation-studies> | School of Literature and Languages<https://www.surrey.ac.uk/school-literature-languages> Personal page: https://www.surrey.ac.uk/people/constantin-orasan Office: 06LC03, Email: C.Orasan(a)surrey.ac.uk<mailto:C.Orasan@surrey.ac.uk> Library and Learning Centre, University of Surrey, Guildford, Surrey, GU2 7XH, UK

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[CfP] CHOMPS Shared Task: SHROOM-CAP, the Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications
by Federica Gamba 21 Aug '25

21 Aug '25

TL;DR SHROOM-CAP is an Indic-centric shared task co-located with CHOMPS-2025 to advance the SOTA in hallucination detection for scientific content generated with LLMs. We have annotated hallucinated content in 4* high-resource languages and surprisal 3* low-resource Indic languages using top-tier LLMs. Participate in as many languages as you like by accurately detecting the presence of hallucinated content. Stay informed by joining our Google group ! Full Invitation We are excited to announce the SHROOM-CAP shared task on cross-lingual hallucination detection for scientific publication (link to website). We invite participants to detect whether or not there is hallucination in the outputs of instruction-tuned LLMs within a cross-lingual scientific context. About This shared task builds upon our previous iteration, SHROOM, with three key highlights: LLM-centered, cross-lingual annotations & hallucination and fluency prediction. LLMs frequently produce "hallucinations," where models generate plausible but incorrect outputs, while the existing metrics prioritize fluency over correctness. This results in an issue of growing concern as these models are increasingly adopted by the public. With SHROOM-CAP, we want to advance the state-of-the-art in detecting hallucinated scientific content. This new iteration of the shared task is held in a cross-lingual and multimodel context: we provide data produced by a variety of open-weights LLMs in 4*+3* different high and low resource languages (English, French, Spanish, Hindi, and to-be-later-revealed Indic languages). Participants are invited to participate in any of the languages available and are expected to develop systems that can accurately identify hallucinations in generated scientific content. Additionally, participants will also be invited to submit system description papers, with the option to present them in oral/poster format during the CHOMPS workshop (collocated with IJCNLP-AACL 2025, Mumbai, India). Participants that elect to write a system description paper will be asked to review their peers’ submissions (max 2 papers per author). Key Dates: All deadlines are “anywhere on Earth” (23:59 UTC-12). - Dev set available by: 31.07.2025 - Test set available by: 05.10.2025 - Evaluation phase ends: 15.10.2025 - System description papers due: 25.10.2025 (TBC) - Notification of acceptance: 05.11.2025 (TBC) - Camera-ready due: 11.11.2025 (TBC) - Proceedings due: 01.12.2025 (TBC) - CHOMPS workshop: 23/24th December 2025 (co-located with IJCNLP-AACL 2025) Evaluation Metrics: Participants will be ranked along two criteria: 1. factuality mistakes measured via macro-F1 gold reference vs. predicted; 2. fluency mistakes measured via macro-F1 gold reference vs. predicted based on our annotations. Rankings and submissions will be done separately per language: you are welcome to focus only on the languages you are interested in! How to Participate: - Register: Please register your team https://forms.gle/hWR9jwTBjZQmFKAE7 and join our google group: https://groups.google.com/g/shroomcap - Submit results: use our platform to submit your results before 15.10.2025 - Submit your system description: system description papers should be submitted by 25.10.2025 (TBC, further details will be announced at a later date). Want to be kept in the loop? Join our Google group mailing list! We look forward to your participation and to the exciting research that will emerge from this task. Best regards, SHROOM-CAP organizers

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Two public online talks in August and September on Pre-trained Language Models / Foundation Models (NLPV seminars, Exeter)
by h.dong2＠exeter.ac.uk 20 Aug '25

20 Aug '25

We welcome you to the next Natural Language Processing and Vision (NLPV) seminars at the University of Exeter. Talk 1 Scheduled: Thursday 21 Aug 2025 at 16:00 to 17:00, GMT+1 Location: https://Universityofexeter.zoom.us/j/97587944439?pwd=h4rnPO0PafT9oRrrqQsezG… (Meeting ID: 975 8794 4439 Password: 064414) Title: Trustworthy Optimization of Pre-Trained Models for Healthcare: Generalizability, Adaptability, and Security Abstract: Pre-trained language models have opened new possibilities in healthcare, showing promise in mining scientific literature, analyzing large-scale clinical data, identifying patterns in emerging diseases, and automating workflows, positioning themselves as intelligent research assistants. However, general-purpose models, typically trained on web-scale corpora, often lack the clinical grounding necessary for reliable deployment in high-stakes domains like healthcare. To be effective, they must be adapted to meet domain-specific requirements. My PhD thesis addresses three core challenges in leveraging pre-trained models for healthcare: (i) the scarcity of labeled data for fine-tuning, (ii) the evolving nature of healthcare data, and (iii) the need to ensure transparency and traceability of AI-generated content. In this talk, I will focus on the third challenge: enabling traceability of content generated by large language models. I will begin with an overview of prior watermarking approaches and then present our proposed solution. We introduce a watermarking algorithm applied at inference time that perturbs the model’s logits to bias generation toward a subset of vocabulary tokens determined by a secret key. To ensure that watermarking does not compromise generation quality, we propose a multi-objective optimization (MOO) framework that employs lightweight networks to produce token-specific watermarking logits and splitting ratios, specifying how many tokens to bias and by how much. This approach effectively balances watermark detectability with semantic coherence. Experimental results show that our method significantly improves detectability and robustness against removal attacks while preserving the semantics of the generated text, outperforming existing watermarking techniques. Speaker's bio: Dr. Sai Ashish Somayajula is a Senior Applied Scientist in Generative AI at Oracle Cloud Infrastructure, where he develops large-scale foundation models for enterprise applications. He earned his PhD in Electrical and Computer Engineering from the University of California (UC), San Diego. His research focused on addressing key challenges in adapting and utilizing pre-trained models for healthcare. Specifically, his work spanned three core areas: (1) synthetic data generation using meta-learning-based feedback mechanisms, (2) continual learning for handling dynamic data streams without catastrophic forgetting, and (3) token-level watermarking techniques to ensure content provenance and security. His research has been published in premier venues, including the International Conference on Machine Learning (ICML), Annual Meeting of the Association for Computational Linguistics (ACL), Transactions of the Association for Computational Linguistics (TACL), Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Scientific Reports (Nature Portfolio), and Transactions of Machine Learning Research (TMLR). He is a recipient of the Jacobs School of Engineering Departmental Fellowship at UC San Diego. Ashish has collaborated with leading industrial research labs through internships at Apple and Tencent AI Lab. He holds a Bachelor's degree in Electrical Engineering with a minor in Computer Science from the Indian Institute of Technology, Hyderabad, where he was twice awarded the Academic Excellence Award, and a Master’s in Intelligent Systems and Robotics from UC San Diego. Talk 2 Scheduled: Thursday 4 Sep 2025 at 13:00 to 14:00, GMT+1 Location: https://Universityofexeter.zoom.us/j/95827730937?pwd=Te1wejfgr68A5lplwLQjxw… (Meeting ID: 958 2773 0937 Password: 879296) Title: Towards end-to-end tokenization and adaptive memory in foundation models Abstract: Foundation models (FMs) process information as a sequence of internal representations; however, the length of this sequence is fixed and entirely determined by tokenization. This essentially decouples representation granularity from information content, which exacerbates the deployment costs of FMs and narrows their “horizons” in long sequences. What if, instead, we could free FMs from tokenizers by modelling bytes directly, while making them faster than current tokenizer-bound FMs? I argue that a recipe to achieve this goal already exists. In particular, I helped prototype how to: 1) dynamically pool representations in internal layers, progressively learning abstractions from raw data; 2) compress the KV cache of Transformers during generation without loss of performance; 3) predict multiple bytes per time step in an efficient yet expressive way; 4) retrofit existing tokenizer-bound FMs into byte-level FMs through cross-tokenizer distillation. By blending these ingredients, we may soon witness the emergence of efficient byte-level FMs. Speaker's short bio (based on website): Edoardo Ponti is an assistant professor in Natural Language Processing at the University of Edinburgh and a visiting professor at NVIDIA. His research focuses on efficient architectures (see NeurIPS 2024 tutorial on dynamic sparsity), modular deep learning (designing neural architectures that route information to specialised modules, e.g., sparse subnetworks), and computational typology (understand how languages vary, across the world and its cultures, within a computational and mathematical framework). Previously, Edorado was a visiting postdoctoral scholar at Stanford University and a postdoctoral fellow in computer science at Mila - Quebec AI Institute in Montreal. In 2021, Edorado obtained a PhD from the University of Cambridge, St John’s College. Once upon a time Edorado studied typological and historical linguistics at the University of Pavia. Edoardo’s research has been featured on the Economist and Scientific American, among others. Edoardo received a Google Research Faculty Award and 2 Best Paper Awards at EMNLP 2021 and RepL4NLP 2019. Edoardo is a board member of SIGTYP, the ACL special interest group for computational typology, a Scholar of the European Lab for Learning and Intelligent Systems (ELLIS), and part of the TACL journal editorial team. We will update future talks at the website: https://sites.google.com/view/neurocognit-lang-viz-group/seminars Joining our *Google group* for future seminar and research information: https://groups.google.com/g/neurocognition-language-and-vision-processing-g…

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RANLP 2025 TUTORIALS (6-7 September): Call for participation
by Petya Osenova 19 Aug '25

19 Aug '25

RANLP 2025 TUTORIALS (6-7 September) Call for Participation Website - https://ranlp.org/ranlp2025/index.php/tutorials/ RANLP 2025 belongs to a sequence of events with similar name and continues the tradition of successful training events that were held in Bulgaria since 1989. RANLP 2025 plans 4 half-day tutorials, each with duration of 185 minutes, distributed as follows: 45 min presentation + 20 min break + 45 min presentation + 30 min coffee break + 45 min presentation. Tutorial Presenters * Burcu Can Buglalilar (University of Sterling, UK) * Salima Lamsiyah (University of Luxembourg, Luxembourg) * Tharindu Ranasinghe and Damith Dola Mullage Premasiri (Lancaster University, UK) * Anna Rogers and Max Müller-Eberstein (IT University of Copenhagen, Denmark) Programme 6th September 2025, 9am Tharindu Ranasinghe and Damith Premasiri: NLP in the LLM era This tutorial examines the transformation of Legal NLP in the era of large language models, beginning with key principles of task formulation and data preparation. We will discuss retrieval and judgment prediction in detail, exploring their methodologies, challenges, and applications in legal contexts. We conclude with a forward-looking discussion on the future of Legal AI and the ethical considerations surrounding its applications in the practice of law. 6th September 2025, 2pm Burcu Can Buglalilar: From Large to Small: Building Affordable Language Models with Limited Resources This tutorial aims to question the limitations and harms of Large Language Models, followed by a comprehensive review of Small Language Models, covering prominent examples, their key techniques, and their capabilities. It will also give an overview of even smaller ‘baby’ language models. Finally, the tutorial will conclude by presenting some recent studies in which we developed baby language models using a very small amount of data. 7th September 2025, 9am Anna Rogers and Max Müller-Eberstein: Studying Generalization in the Age of Contamination The tutorial will discuss the challenges of doing NLP research in the age of LLMs, when we can no longer be sure that the test data was not observed in training. We will cover the main approaches to studying generalization in various settings, and present a new framework for working with controlled test-train splits across linguistically annotated data at scale. 7th September 2025, 2pm Salima Lamsiyah: AI Content in NLP: Trends, Detection, and Applications This tutorial provides a comprehensive overview of AI-generated content in Natural Language Processing (NLP). It covers recent trends in text generation, methods for detecting AI-generated text, and practical applications of such content. The content includes an exploration of state-of-the-art models and techniques for text generation, approaches to identifying machine-generated text, a review of key benchmarks and datasets, and a discussion of open research challenges. We are looking forward to your participation! The organisers of RANLP 2025

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[CfP] ECIR 2026: 2nd call – Workshop Proposals (Sep 12)
by Yifei Yuan 18 Aug '25

18 Aug '25

Call for Workshop Proposals ECIR 2026 (https://ecir2026.eu/) workshops provide a platform for presenting novel ideas and research results in emerging areas in IR in a focused and interactive way. Workshops can be either a half-day (3.5 hours plus breaks) or a full day (7 hours plus breaks). The organizers of approved workshops are expected to set up a webpage for the workshop, disseminate the call for papers and the call for participation, gather and review submissions, and prepare the final program. A camera-ready summary of the workshop, written by the organizers, will be included in the ECIR conference proceedings. Workshops are encouraged to be as dynamic and interactive as possible and should lead to a concrete outcome, such as the publication of workshop proceedings. Organizers are also encouraged to write a summary article for the June edition of the ACM SIGIR Forum, highlighting the main results of the workshop. Workshops are on site, and at least one organizer is expected to attend the workshop. Topics of Interest We welcome submissions on any topic relevant to the general field of Information Retrieval, including those mentioned in the Call for Full papers for ECIR 2026. Submission Guidelines Workshop proposals should contain the following information: Title and abstract of the workshop; Motivation and relevance to ECIR; Workshop goals/objectives and overall vision, coupled with desired outcomes; Format and Structure, in particular, duration of the workshop (full-day or half-day workshop); mention to the type of papers (e.g., full papers, demo papers, negative papers, etc); type of presentation (e.g., oral; poster, etc); and proceedings (e.g., CEUR; Special Issue, etc); planned activities, the tentative schedule of events etc.; resources needed to deliver the workshop (e.g., poster boards, etc); Intended audience, including number of expected participants and how they will be selected/invited; List of organizers with a brief bio highlighting the relevance of their expertise to the workshop topics Names of potential programme committee members, invited speakers, etc Indicate if the workshop is related to or follows on from another workshop; if so, please, identify which conference it was previously held at, the past attendance and outcomes, and why another workshop is needed; Any other relevant information to support your proposal. Workshop proposals should be prepared using Springer proceedings templates available on the Springer webpage, with a maximum length of 8 pages. All proposals must be in English and will be submitted electronically through the conference submission system. Workshop proposals will be reviewed by the ECIR 2026 workshop committee based on the quality of their proposal, covered topics, relationship to ECIR, and likelihood of attracting participants. The ECIR workshop co-chairs will make final decisions. Springer webpage: https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu… Submission page: EasyChair submission page: https://easychair.org/conferences/?conf=ecir2026 Ethics and Professional Conduct ECIR 2026 expects authors (as well as the PC, and the organising committee) to adhere to accepted standards on ethics and professionalism in our community, namely: The ACM’s Policy on Authorship, The ACM’s Code of Ethics and Professional Conduct, The ACM’s Conflict of Interest Policy, The ACM’s Policy on Plagiarism, Misrepresentation, and Falsification, The ACM’s Policy Against Harassment Workshop Proposals Track Dates Workshop proposals submission: September 12, 2025, 11:59pm (AoE) Workshop proposals notification: October 17, 2025 Workshop day: April 02, 2026 Workshop Proposals Track Chairs Negar Arabzadeh (UC Berkeley) Franco Maria Nardini (ISTI-CNR, Pisa, Italy) Contact: ecir2026-workshops(a)easychair.org

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[CfP] ECIR 2026: 1st call – Short Papers (Abstract Oct 7)
by yuanyif＠ethz.ch 18 Aug '25

18 Aug '25

Call for Short Papers The European Conference on Information Retrieval (ECIR) is the prime European forum for the presentation of original research in the field of Information Retrieval. The 48th European Conference on Information Retrieval (ECIR 2026) will take place as a physical (in-person) conference from 29 March to 2 April 2026 in Delft, The Netherlands. Topics of Interest The Short Paper Track calls for original contributions presenting novel, thought-provoking ideas and addressing innovative application areas within the field of Information Retrieval, including those mentioned in the Call for Full papers for ECIR 2026 Short papers differ from full papers in that they present innovative new works, but may be narrower in scope or applications. Submissions may include preliminary ideas, but still should provide empirical or theoretical validation. Papers that stimulate discussion are particularly encouraged. • Short papers are up to 6 pages in length, plus additional pages for references. Appendices count toward the page limit. Please put appendices before the references for paper submission. • Short papers will be refereed through double-anonymous peer review. This means that all submitted papers must be fully anonymised. Submission Guidelines Authors should consult Springer's authors' guidelines and use their proceedings templates, either for LaTeX or for Word (to be found at https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu…), for the preparation of their papers. Springer encourages authors to include their ORCIDs in their papers (https://www.springer.com/gp/authors-editors/orcid). All submissions must be written in English. All papers should be submitted electronically through the EasyChair submission system: https://easychair.org/conferences/?conf=ecir2026. In addition, the corresponding author of each accepted paper, acting on behalf of all of the authors of that paper, must complete and sign a Consent-to-Publish form. The corresponding author signing the copyright form should match the corresponding author marked on the paper. Once the paper has been submitted, changes relating to its authorship cannot be made. Accepted papers will be published in the conference proceedings in the Springer Lecture Notes in Computer Science series. The proceedings will be distributed to all delegates at the conference. Accepted papers will have to be presented at the conference by one of the authors in person, and at least one author for each accepted contribution will be required to register and attend. Dual Submission Policy Papers submitted to ECIR 2026 should be substantially different from papers that have been previously published, or accepted for publication, or that are under review at other venues. Exceptions to this rule are: Submission is permitted for papers presented or to be presented at conferences or workshops without proceedings. Submission is permitted for papers that have previously been made available as a technical report (e.g., in institutional archives or preprint archives like arXiv). Please do not cite your technical report and make an effort to avoid any issues that may harm the anonymity of your submission. Reviewers will receive guidance that asks them to refrain from trying to break the anonymity, but be aware that the availability of an available technical report for an ECIR submission might cause some issues. Ethics and Professional Conduct ECIR 2026 expects authors (as well as the PC and the organising committee) to adhere to accepted standards on ethics and professionalism in our community, namely: • The ACM's Policy on Authorship, • The ACM's Code of Ethics and Professional Conduct, • The ACM's Conflict of Interest Policy, • The ACM's Policy on Plagiarism, Misrepresentation, and Falsification, • The ACM's Policy Against Harassment Short Paper Track Dates • Short paper abstract submission: October 7, 2025, 11:59pm (AoE) • Short paper submission: October 14, 2025, 11:59pm (AoE) • Short paper notification: December 16, 2025 (AoE) • Main conference: March 30 – April 1, 2026 Short Paper Track Chairs • Sean McAvaney (University of Glasgow, UK) • Mohammad Aliannejadi (University of Amsterdam, The Netherlands) • Christine Bauer (University of Salzburg, Austria) • Contact: ecir2026-short AT easychair.org

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Final CfP Historical Languages and AI (Berlin, Germany)
by Daidalos-Projekt (Konstantin Schulz) 18 Aug '25

18 Aug '25

Call for Papers: Historical Languages and AI See the online version at https://daidalos-projekt.de/conference/cfp/ . March 5-6, 2026 The intersection of historical languages and artificial intelligence (AI) presents a rich and dynamic field of study, with the potential to revolutionize our understanding of the past and the ways in which we engage with historical texts. As digital technologies continue to advance, the need for interdisciplinary collaboration becomes increasingly apparent. The upcoming 2-day international conference on “Historical Languages and AI” aims to foster this collaboration by bringing together experts from computational literary studies, digital history, linguistics, and other domains that work with historical languages such as Latin. The conference seeks to address the growing demand for innovative methods and tools that can enhance the analysis, preservation, and interpretation of historical languages. By leveraging AI technologies, researchers can unlock new insights into historical texts, improve the accuracy of translations, and develop more effective teaching methods for historical languages. The conference will provide a platform for scholars to share their latest findings, discuss emerging trends, and explore the practical applications of AI in historical language research. It explicitly includes historical stages of modern languages, such as Old English or Early New High German. The conference is hosted by the Daidalos research project (Humboldt University Berlin, 2023-2026; https://daidalos-projekt.de ). The project is building a research infrastructure for methods of natural language processing (NLP). The target group is literary scholars in classical philology and related disciplines. The research infrastructure consists, on the one hand, of an interactive website on which interested parties can apply NLP methods to text corpora. On the other hand, the Daidalos project sees itself as a contact point for interested researchers. In this function, the project regularly invites researchers to workshops (https://daidalos-projekt.de/workshops), advises them within the framework of research tandems (https://daidalos-projekt.de/tandems), and provides materials for further training (https://daidalos-projekt.de/jupyterlite). Conference Dates: March 5-6, 2026 Venue: Humboldt-Universitaet zu Berlin (Berlin, Germany) Unfortunately, we cannot offer travel bursaries. Attending the conference itself is free of charge. Topics of Interest We welcome submissions on a wide range of topics related to historical languages and AI, including but not limited to: Machine Learning Large Language Models / Large Action Models Usage for data modeling or corpus construction Challenges in low-resource scenarios Neural machine translation for historical texts Innovative approaches to historical language analysis Linguistic analysis for literary studies Part-of-speech tagging Topic modeling Sentiment analysis Named entity recognition Word embeddings Multilingual Information Retrieval, incl. cross-lingual embeddings Evaluation of AI-driven methods and datasets Frameworks for mapping research questions to relevant AI models and methods Assessment of AI tools in historical language studies Technical Infrastructure for Research & Teaching Integrating technologies like Jupyter Notebooks into larger software platforms Retrieval-augmented generation for domain-specific chatbots Teaching & Learning Digital Literacies, incl. open educational resources for teaching natural language processing Important Dates Submission Deadline: September 1, 2025 Notification of Acceptance: October 15, 2025 Camera-Ready Submission: January 31, 2026 Conference Dates: March 5-6, 2026 Submission types Included in the open-access proceedings: *Long papers*: up to 4000 words (ca. 8 pages, excl. bibliography and appendix). Long papers report on original and unpublished results. Long papers are presented as oral presentations (30 min talk + 15 min discussion). We welcome the use of appendices or other supplementary information. Published only in the book of abstracts in our Zenodo Community: *Short papers*: up to 2000 words (ca. 4 pages, excl. bibliography and appendix). Short papers report on focused contributions, and may present work in progress. Short papers are presented as short oral presentations (20 min talk + 10 min discussion). We welcome the use of appendices or other supplementary information. *Pitch Your Research Idea*: Submit an abstract of up to 200 words (excl. bibliography and appendix) to give a 5-minute presentation during a pitch session. The presentations are followed by a Scientific Speed Dating Session and enable researchers to get in touch faster.Long papers Workshops (90 min): Submit a proposal for your intended workshop of up to 750 words. Workshops should be organized as hands-on research or learning opportunity. The workshops will take place on the second day of the conference (March 6, 2026). Workshop proposals should describe: the aims and setup of the workshop, the academic background for the work, an outline of the workshop, including the types of activities, the expected key outcomes, a short bio of each organizer or presenter, including their name, affiliation, email address, a plan for promoting the workshop to attract participants, specific requirements, including but not limited to special equipment (e.g., audio/video), software, physical space arrangements, any technical knowledge, skills, or experience participants should have before attending the workshop. Submission Guidelines and Participation All submissions must be in English or German. Papers should be formatted according to the conference template: Template of the Association for Computational Linguistics (https://github.com/acl-org/acl-style-files). It supports both Microsoft Word and LaTeX. Submissions will be peer-reviewed by the organizers. Papers should be submitted as PDF documents via E-Mail: daidalos-projekt(a)hu-berlin.de At least one author of each accepted submission must register to the conference and present the paper. Proceedings of the conference will be published as a Propylaeum eBook in the Digital Classics Books series (for long papers; https://books.ub.uni-heidelberg.de/propylaeum/catalog/series/dcb) and on Zenodo (for all other submissions; https://zenodo.org/communities/daidalos). Hybrid conference: All paper presentations will be broadcast live. Presenters can choose to participate remotely or on-site. On-site attendance is required to participate in the more interactive activities of the conference, e.g. workshops. Contact Information For any inquiries, please contact the conference organizers at daidalos-projekt(a)hu-berlin.de . We look forward to receiving your submissions and welcoming you to the International Conference on Historical Languages and AI! The Conference *Organizing Committee* of the Daidalos project: Andrea Beyer, Konstantin Schulz, Anke Lüdeling, Florian Kotschka, Florian Deichsler, Malte Dreyer

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PhD grant on Analysing Clinical Documents to Support Decision Making Processes in Emergency Departments
by Alberto Lavelli 17 Aug '25

17 Aug '25

*Analysing Clinical Documents to Support Decision Making Processes in Emergency DepartmentsDeadline for application: August 26 2025, 13:00 CEST* One three-year PhD grant on Analysing Clinical Documents to Support Decision Making Processes in Emergency Departments is offered by the Doctoral Program in Brain, Mind & Computer Science (BMCS, http://hit.psy.unipd.it/BMCS) at the University of Padua, jointly with the Natural Language Processing research unit (https://nlplab.fbk.eu/) at Fondazione Bruno Kessler (Trento, Italy), where most of the research activities will be conducted. The language of the PhD programme is English. The deadline for application is: August 26 2025, 13:00 CEST For more information, the call, and applications look at: http://hit.psy.unipd.it/BMCS/admission The candidate will have the unique opportunity to explore different fields (Natural Language Processing, Machine Learning, Health & Well-Being) being directly coached by very experienced teammates. The involved PhD will work in an international environment at Fondazione Bruno Kessler (Trento, Italy). This PhD grant intends to exploit the capacity of Large Language Models (LLMs) to interpret the content of clinical documents produced in Emergency Departments (EDs) of hospitals in order to improve service quality for patients. The final goal of the project is to advance into the integration of generative AI models into healthcare, improving their alignment with the clinical expertise and the processes in EDs. The major context of the PhD will be the Horizon project eCREAM ( ecreamproject.eu/), where, through active scientific protocols, several EDs of different EU countries are involved. On the one hand, the project will take advantage of LLMs for automatic filling of Case Report Forms from anonymized clinical notes in several languages. On the other hand, the reasoning capacities of LLMs will then be applied to the extracted information to derive statistical analysis that helps decision makers for better process efficiency. The adoption of LLMs in the clinical field raises a number of research challenges, which will be addressed during the PhD. Such challenges include improving accuracy of performance, interpretability of decisions in classification tasks, coherence of reasoning capacity, mitigating the existence of biases, and risks related to data security. Fondazione Bruno Kessler is an internationally well-known research center, whose information technology department ranks first among the Engineering and Information Science research centers in Italy. The Natural Language Processing research unit (https://nlplab.fbk.eu/) is an internationally well known research group focused on text mining (information extraction and ontology population from text, analysis of the sentiment and of the emotional content of texts); conversational agents (task oriented dialogue systems, question answering, generation of persuasive messages); and development of linguistic resources, particularly for the Italian language. To get in contact with the NLP research unit and discuss about the opportunities of this call, contact Bernardo Magnini (magnini(a)fbk.eu) The Doctoral Program in Brain, Mind & Computer Science (BMCS) emerges from the close collaboration between faculty from psychology, cognitive neuroscience and information science around the unifying topic of human-computer interaction. Its program rests on the assumption that the ability to work in groups with people of different background is now a fundamental condition to produce scientific excellence and to develop innovative skills that can be spent on the job market. ****Required/Preferred Candidate Skills and Competencies**** The candidate should possess basic knowledge on Natural Language Processing and Machine Learning techniques (particularly deep learning architectures and large language models). Experience on biomedical/clinical data will be a plus. Basic programming skills (e.g. Python) would complete the profile. Proficiency in English is required, basic knowledge of Italian preferable. ****Instructions for applicants**** Interested applicants are invited to apply following the instructions given in https://pica.cineca.it/unipd/dottorati41luglio by August 26 2025, 13:00 CEST For further information, please contact: Bernardo Magnini (magnini(a)fbk.eu) -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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Free Lancaster webinar 19 August 2pm UK time
by Brezina, Vaclav 16 Aug '25

16 Aug '25

Dear all, Please join us for a free Lancaster webinar on a very current topic (critical reflection on current developments and challenges in the use of AI): <https://x.com/danagablas/status/1955682624455819296> [??] Navigating Challenges in the use of AI and GenAI in Applied Linguistics by Prof Tony McEnery 19 August 2025 | 2-3pm (UK time) https://forms.office.com/e/uppRBrE5AF<https://t.co/cTo7mg8AVj> Abstract: In the webinar, we will focus on the current developments in the use of GenAI and AI in applied linguistics. In particular, Prof Tony McEnery will explore the impact of AI on applied linguistics, reflecting on the alignment of contemporary AI research with the epistemological, ontological, and ethical traditions of applied linguistics. The talk will discuss the potential affordances of AI and GenAI for applied linguistics as well as some of the challenges that we face when employing AI and GenAI as part of applied linguistics research processes. The goal of this talk is to attempt to align perspectives in these disparate fields and forge a fruitful way ahead for further critical interrogation and integration of AI and GenAI into applied linguistics. Best, Vaclav Professor Vaclav Brezina Professor of Corpus Linguistics Co-Director of the ESRC Centre for Corpus Approaches to Social Science Lancaster, LA1 4YD Office: County South, room C05 T: +44 (0)1524 510828 @vaclavbrezina [cid:ccadda37-dda8-4733-be3d-82f902ed9aea]<http://www.lancaster.ac.uk/arts-and-social-sciences/about-us/people/vaclav-…>

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August 2025 Newsletter - LDC
by Penn LDC 15 Aug '25

15 Aug '25

In this newsletter: LDC at Interspeech 2025 Fall 2025 LDC data scholarship program New publications: Mixer 6 - ChiME 8 Transcribed Calls and Interviews<https://catalog.ldc.upenn.edu/LDC2025S07> Abstract Meaning Representation 2.0 - Machine Translations<https://catalog.ldc.upenn.edu/LDC2025T10> KAIROS Phase 1 Quizlet<https://catalog.ldc.upenn.edu/LDC2025T11> ________________________________ LDC at Interspeech 2025 LDC will be exhibiting at Interspeech 2025<https://www.interspeech2025.org/>, held this year August 17-21 in Rotterdam, the Netherlands. Stop by our booth to say hello and learn about the latest developments at the Consortium. Also be on the lookout for the following presentations, posters, and special sessions featuring LDC work: Comparative Evaluation of Acoustic Feature Extraction Tools for Clinical Speech Analysis Monday, August 18, 11:00-13:00 - Area5-Oral1 - Speech Analysis, Detection and Classification 1 Reasoning-Based Approach with Chain-of-Thought for Alzheimer's Detection Using Speech and Large Language Models Tuesday, August 19, 13:30-15:30 - Area1-Poster2B - Databases and Progress in Methodology Special Session: Challenges in Speech Collection, Curation and Annotation<https://sites.google.com/view/speech-data-cca-is25/> Wednesday, August 20, 13:30-15:30 - Area14-SS7 - Part 1 Wednesday, August 20, 16:00-18:00 - Area14-SS8 - Part 2 TELVID: A Multilingual Multi-modal Corpus for Speaker Recognition Thursday, August 21, 13:30-15:30 - AREA4-Oral8 - Speaker Recognition LDC also supported the Interspeech 2025 URGENT Challenge<https://urgent-challenge.github.io/urgent2025/> which aims to bring more attention to constructing Universal, Robust, and Generalizable speech EnhancemeNT models. LDC will post conference updates via our social media platforms. We look forward to seeing you in Rotterdam! Fall 2025 LDC data scholarship program Student applications for the Fall 2025 LDC data scholarship program are being accepted now through September 15, 2025. This program provides eligible students with no-cost access to LDC data. Students must complete an application consisting of a data use proposal and letter of support from their advisor. For application requirements and program rules, visit the LDC Data Scholarships page<https://www.ldc.upenn.edu/language-resources/data/data-scholarships>. ________________________________ New publications: Mixer 6 - CHiME 8 Transcribed Calls and Interviews<https://catalog.ldc.upenn.edu/LDC2025S07> was developed for the 7th and 8th CHiME (Computational Hearing in Multisource Environments)<https://www.chimechallenge.org/> challenges. It contains 80 hours of English interviews and telephone speech from Mixer 6 Speech (LDC2013S03)<https://catalog.ldc.upenn.edu/LDC2013S03> with transcripts developed for the CHiME challenges divided into training, development, and test sets. This data was used in CHiME 7 Task 1<https://www.chimechallenge.org/challenges/chime7/task1/index> and CHiME 8 Task 1<https://www.chimechallenge.org/challenges/chime8/task1/>, both of which focused on transcription and segmentation across varied recording conditions such as interviews, meetings, and dinner parties, with an emphasis on generalization across recording device types and array topologies. The data includes audio from Mixer 6 Speech recorded on 13 microphones for a total of 1063 hours (corresponding to 80 hours of speech). The development and test sets are speaker-disjoint from the training data and consist of fully transcribed, multi-microphone interviews. Each transcript segment was labeled with the speaker, the uttered text, and the start and end times in seconds for that segment. 2025 members can access this corpus through their LDC accounts. Non-members may license this data for a fee. * Abstract Meaning Representation 2.0 - Machine Translations<https://catalog.ldc.upenn.edu/LDC2025T10> was developed at the University of Edinburgh, School of Informatics <https://www.ed.ac.uk/informatics> and the University of Zurich,<https://www.uzh.ch/en.html> Department of Computational Linguistics<https://www.cl.uzh.ch/en.html>. It consists of Spanish, German, Italian, and Mandarin Chinese automatic translations of the source English and professionally-translated Spanish, German, Italian, and Mandarin Chinese sentences in Abstract Meaning Representation 2.0 - Four Translations (LDC2020T07)<https://catalog.ldc.upenn.edu/LDC2020T07>. The translations were collected through Google Translate between May 2018 and March 2024. The source English sentences are a subset (1,371 sentences) of the sentences contained in Abstract Meaning Representation (AMR) Annotation Release 2.0 (LDC2017T10)<https://catalog.ldc.upenn.edu/LDC2017T10>, a semantic treebank of over 39,000 English natural language sentences from broadcast conversations, newswire, and web text. Translations were from each of the five languages (English, Spanish, German, Italian, and Mandarin Chinese) to the other four languages (Spanish, German, Italian, and Mandarin Chinese) covering 20 language pairs. The dataset contains 1371 source sentences in each language, each with a professionally translated source sentence and multiple dated translations by Google Translate. 2025 members can access this corpus through their LDC accounts. Non-members may license this data for a fee. * KARIOS Phase 1 Quizlet<https://catalog.ldc.upenn.edu/LDC2025T11> was developed by LDC and contains English and Spanish text, video, and image data and annotations used for pre-evaluation research and system development during Phase 1 of the DARPA KAIROS program. KAIROS Quizlets were a series of narrowly defined tasks designed to explore specific evaluation objectives enabling KAIROS system developers to exercise individual system components on a small data set prior to the full program evaluation. This corpus contains the complete set of Quizlet data used in Phase 1 which focused on two real-world complex events (CEs) within the Improvised Explosive Device bombing scenario: CE1001 (2018 Caracas drone attack) and CE1002 (Utah High School backpack bombing). Source data was collected from the web; 30 root web pages were collected and processed, yielding 29 text data files, 216 image files and 5 video files. Annotation steps included labeling scenario-relevant events and relations for each document to develop a structured representation of temporally ordered events, relations, and arguments and generating a reference knowledge graph. The DARPA KAIROS (Knowledge-directed Artificial Intelligence Reasoning Over Schemas) program aimed to build technology capable of understanding and reasoning about complex real-world events in order to provide actionable insights to end users. KAIROS systems utilized formal event representations in the form of schema libraries that specified the steps, preconditions, and constraints for an open set of complex events; schemas were then used in combination with event extraction to characterize and make predictions about real-world events in a large multilingual, multimedia corpus. 2025 members can access this corpus through their LDC accounts. Non-members may license this data for a fee. To unsubscribe from this newsletter, log in to your LDC account<https://catalog.ldc.upenn.edu/login> and uncheck the box next to "Receive Newsletter" under Account Options or contact LDC for assistance. Membership Coordinator Linguistic Data Consortium<ldc.upenn.edu> University of Pennsylvania T: +1-215-573-1275 E: ldc(a)ldc.upenn.edu<mailto:ldc@ldc.upenn.edu> M: 3600 Market St. Suite 810 Philadelphia, PA 19104

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RANLP 2025: The 3rd Summer School on Deep Learning and Large Language Models for NLP - Call for Participation
by Petya Osenova 15 Aug '25

15 Aug '25

The 3rd Summer School on Deep Learning and Large Language Models for NLP Call for Participation Website - https://ranlp2025-summer-school.github.io/ We invite everyone interested in Machine Learning and Natural Language Processing to attend the 3rd Summer School on Deep Learning and Large Language Models (LLMs) for Natural Language Processing (NLP), which will be held from September 3–5, 2025, in Varna, Bulgaria, as part of RANLP 2025. Building on the success of the 1st and 2nd RANLP summer schools in 2019 and 2023 respectively, RANLP 2025 summer school will explore a broad spectrum of NLP topics with a special emphasis on LLMs. Each day will feature morning lectures that focus on theoretical foundations, followed by afternoon lab sessions dedicated to hands-on implementation and experimentation. Participants will also have the opportunity to compete in a competition, with awards presented to the top performers. The summer school will feature talks by leading researchers in NLP and deep learning from both academia and industry. Summer School Lecturers * Dr Salima Lamsiyah (Luxembourg University, Luxembourg) * Dr Burcu Can Buglalilar (University of Sterling, UK) * Dr Hansi Hettiarachchi (Lancaster University, UK) * Dr Andrei Mikheev (Daxtra Technologies, UK) * Dr Max Müller-Eberstein (IT University of Copenhagen, Denmark) * Dr Tharindu Ranasinghe (Lancaster University, UK) Summer School Tutors * Maram Alharbi (Lancaster University, UK) * Isuri Nanomi Arachchige (Lancaster University, UK) * Salmane Chafik (Mohammed VI Polytechnic University, Morocco) * Ernesto Luis Estevanell (University of Alicante, Spain) * Alexander Mikheev (Daxtra Technologies, UK) * Damith Dola Mullage Premasiri (Lancaster University, UK) Programme Day 1 NLP/ DL Foundation Day 2 LLM Foundation Day 3 LLM Applications 09:00 – 10:30 Introduction to NLP and Deep Learning Dr Tharindu Ranasinghe Introduction to LLMs Dr Burcu Can Training a Danish LLM: Lessons Learned Dr Max Müller-Eberstein 10:30 – 11:00 Coffee/ Tea Break 11:00 – 12:30 Language Models and Beyond Dr Hansi Hettiarachchi Evaluating and Benchmarking LLMs Dr Salima Lamsiyah LLMs in Recruitment Sector (Tentative) Dr Andrei Mikheev and Alexander Mikheev 12:30 – 2:00 Lunch 2:00 – 3:00 Practical Session I: Word embeddings and Deep Learning in NLP Practical Session III: Prompting and finetuning LLMs Practical Session V: Implementing LLMs in the Legal Domain 3:00 – 3:30 Introducing the Summer School Competition, Your Teams and Mentors 3:30 – 4:00 Coffee/ Tea Break 4:00 – 5:30 Practical Session II: Transformers in NLP Practical Session IV: Tools for LLMs: LangGraph Practical Session VI: LLMs for Code Generation 5:30 – 6:00 Open Session with Mentors and Teams Open Session with Mentors and Teams Awards and Closing We are looking forward to your participation! The organisers of RANLP 2025 Summer School

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EACL/ACL 2026 call for workshops
by z＠zeerak.org 13 Aug '25

13 Aug '25

[Apologies for cross-posting] Dear colleagues, It’s time again for the … Joint Call for Workshops Proposals (EACL/ACL) 2026 The Association for Computational Linguistics, the European Language Resource Association and International Committee on Computational Linguistics invite proposals for workshops to be held in conjunction with EACL 2026 or ACL 2026. We solicit proposals in all areas of computational linguistics, broadly conceived to include related disciplines such as linguistics, speech, information retrieval, and multimodal processing. Workshops will be held at one of the following conference venues: * EACL 2026 (The 19th Conference of the European Chapter of the Association for Computational Linguistics) which will be held as a hybrid conference, and physically held in Rabat, Morocco, from March 24-29, 2026 * ACL 2026 (The 64th Annual Meeting of the Association for Computational Linguistics), which will be held as a hybrid conference, and physically held in San Diego, California, from July 2-7, 2026 The workshop and tutorial co-chairs will work together to assign workshops to the conferences. They will take into account location preferences and technical constraints provided by the workshop proposers. A second call will be made in the fall for workshops colocated with conferences later in the year (e.g., EMNLP and AACL). This call thus exclusively centres EACL and ACL 2026. Important Dates EACL/ACL 2026 shared dates: Proposal submission deadline September 5, 2025 Notification of acceptance September 22, 2025 All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”). Submission Information Proposals should be submitted as PDF documents. Note that submissions should be ready to be turned into a Call for Papers to the workshop within one week of notification. The proposals should be at most two pages for the main proposal and at most two additional pages for information about the organizers, program committee, and references. Thus, the whole proposal should not be more than four pages long. Please use the LaTeX template<https://www.overleaf.com/read/ytktkdvzgshk> for your submission. The two pages for the main proposal must include: * A title, short name / acronym, and a brief description of the workshop topic and content. * Some conferences might take place only or partially virtually. We request submissions to contain a brief discussion on measures planned to make sure a workshop is successful and productive in case of a hybrid or virtual-only attendance. * A description of special requirements and technical needs. * A description of any limitations that would restrict the workshop to a specific venue (EACL or ACL). For example: if the workshop is compatible with only one of these events, logistically, thematically or otherwise, or if the workshop cannot be held at a venue for logistical reasons. * Diversity and Inclusion Efforts (see more details below) * If the workshop has been held before, a note specifying: how many prior editions occurred, where previous workshops were held, how many submissions the workshop received in the last iteration and how many papers were accepted (also specify if they were not regular papers, e.g., shared task system description papers), and an estimate of how many in-person posters the workshop attracted. * (Optional/If Known) A list of invited speakers, with an indication of which ones have already agreed and which are tentative, and sources of funding for the speakers. * (Optional) A description of any shared tasks associated with the workshop, and estimate of the number of participants. Having a shared task is optional. The submission form will request information that does not factor into the decision process, but are necessary for logistical reasons: * An estimate of the maximum number of attendees at one given time * Number of estimated in-person posters * Preferred Venue (first and second preference). Providing a second preferred venue is optional, and we assume that providing a second preference indicates its compatibility for the workshop. While we will do our best to adhere to these preferences, we cannot guarantee that they will be satisfied. * Duration of the workshop (1-day / 2-day workshop) Note that the only financial support available to workshops is a single free workshop registration for an invited speaker. The workshop organizers must bear all other costs independently, including registration for more than one invited speaker. The two pages for information about organizers, program committee, and references must include: * The names, affiliations, and email addresses of the organizers, with a brief statement (2-5 sentences) of their research interests, areas of expertise, and experience in organizing workshops and related events. * A list of Program Committee members, with an indication of which members have already agreed. Organizers should do their best to estimate the number of submissions (especially for recurring workshops) in order to (a) ensure a sufficient number of reviewers so that each paper receives 3 reviews, and (b) anticipate that no one is committed to reviewing more than 3 papers. This practice is likely to ensure on-time and thoughtful reviews. * An indication whether the workshop will consider papers submitted through ACL Rolling Review (ARR); use OpenReview as a platform (both to take papers from ARR and for their own review); or whether the workshop will only use START as a platform, and will not use ARR. In making this choice, please pay careful attention to the ARR deadlines and conference notifications. * References Submission is electronic at the following link: https://softconf.com/p/acl-workshops2026/track/ACL_EACL Diversity and Inclusion The proposals should describe the ways in which the workshop will support diversity in NLP. We suggest organizers consider the following points, while developing the proposal: * Contribution to academic diversity: The proposals could explain how the subject matter of the workshop will contribute to the diversity of the field, e.g. use of multilingual data, indications of how the described methods scale up to various languages or domains, accessibility of resources, supporting underrepresented communities of NLP and so on. * Diversifying representation: Following the WiNLP<http://www.winlp.org/winlp-2020-workshop/> initiative, we recognize the current problems of demographic imbalance in the field. Therefore, we particularly encourage submissions including members of under-represented groups in computational linguistics. The proposals should describe how their selection of invited speakers, panelists, organizers, and program committee promotes diverse representation (for example, considering underrepresented demographics based on gender, ethnicity, nationality, and so on). We also suggest including speakers and panelists, who have not appeared as a keynote speaker or panelist in recent conferences. * Diversifying participation: The proposals could describe how the call-for-papers and outreach will encourage people from marginalized groups to attend and submit to the workshop. Some examples include providing mentoring, subsidies, coordinating with affinity groups, diversifying the selection of papers and so on. Organizer Responsibilities The organizers of the accepted proposals will be responsible for publicizing and running the workshop, including reviewing submissions, producing the camera-ready workshop proceedings, organizing the meeting days, and playing their part to ensure that all participants are aware of ACL’s anti-harassment policy. It is crucial that organizers commit to all deadlines. In particular, failure to produce the camera-ready proceedings on time will lead to the exclusion of the workshop from the unified proceedings and author indexes. Workshop organizers cannot accept submissions for publication that will be (or have been) published elsewhere, although they are free to set their own policies on simultaneous submission and review. However, it is worth noting that workshops may also accept non-archival submissions, such as findings papers, for presentation, which are allowed in this case. Since the conferences will occur at different times, the timelines for the submission and reviewing of workshop papers, and the preparation of camera-ready copies, will be different for each conference. Suggested timelines for each of the conferences are given below. The workshop organizers are free to deviate from the proposed schedule for all dates that are not marked as inflexible, though changes should be made in consultation with the relevant workshop chairs. In submitting a proposal, workshop chairs will be asked to agree to the workshop non-compliance policy<https://docs.google.com/document/u/0/d/1hhocb0fXBBJhqJHoOfZtx1V1kcTATpA4IMU…>. All workshops must agree to this policy, which states that egregious cases of not living up to the responsibilities of running a workshop will be penalized by a 1-year ban on the organizers from submitting another workshop proposal. Workshop proposals for which all authors do not agree to this policy will be desk-rejected. The ACL has a set of policies on workshops. You can find the ACL’s general policies on workshops, the financial policy for workshops, and the financial policy for SIG workshops in the Conference Handbook<http://aclweb.org/adminwiki/index.php?title=Conference_Handbook>. Review Process Workshop proposals will be holistically reviewed by a committee of workshop chairs and the ACL workshop officers based on: their originality and impact, the experience of the Organizing and Program Committees, and the ethical considerations presented and adherence of the workshop proposal to ACL’s code of ethics. This committee will also allocate workshops to the conferences included in the call, taking into account location preferences and technical constraints given in the workshop proposal. However, the aim of the review process is to accept as many high-quality workshops as possible. Given space limitations at conference venues and the increasing number of workshop proposals, the review committee can not guarantee that a proposal will be co-located with their preferred venue in lieu of extenuating circumstances. The review process will have three possible outcomes: accept, in which case the workshop will be co-located with either EACL or ACL; revise and resubmit, where the organizing committee is encouraged to incorporate reviewer feedback and resubmit to the next call for workshops for AACL and EMNLP; or reject, in which the workshop proposal should not be submitted the next call, and will be desk rejected if submitted. Tentative Workshop Timelines EACL First call for workshop papers October 15, 2025 Second call for workshop papers November 12, 2025 Third call for papers December 5, 2025 Direct Submission deadline December 19, 2025 Pre-reviewed (ARR) submission deadline January 2, 2026 Notification of acceptance January 23, 2026 Camera-ready paper due February 3, 2026 Proceedings due (hard deadline) February 24, 2026 Pre-recorded video due (hard deadline) February 27, 2026 Workshop dates March 24-29, 2026 ACL First call for workshop papers December 10, 2025 Second call for workshop papers January 15, 2026 Third call for workshop papers February 20, 2026 Direct paper submission deadline March 5, 2026 Pre-reviewed ARR commitment deadline March 24, 2026 Notification of acceptance April 28, 2026 Camera-ready paper due May 12, 2026 Proceedings due (hard deadline) June 1, 2026 Pre-recorded video due (hard deadline) June 4, 2026 Workshop dates July 2-3, 2026 Workshop Chairs EACL * Adriana Pagano * Emmanuele Chersoni * Julia Ive ACL * Loic Barrault, Meta FAIR * Yang Zhao, Chinese Academy of Sciences Contact e-mail: star-acl-workshops(a)googlegroups.com

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Third call for papers KNLP@ACM-SAC
by Patrizio Bellan 13 Aug '25

13 Aug '25

*Knowledge and Natural Language Processing Track @ ACM-SAC* Aim of the Knowledge and Natural Language Processing (KNLP) track at ACM SAC is to investigate techniques and application of knowledge engineering and natural language processing, focusing in particular on approaches combining them. This is an extremely interdisciplinary emerging research area, at the core of Artificial Intelligence, combining and complementing the scientific results from Natural Language Processing and Knowledge Representation and Reasoning. Topics of interest Topics of interest include, but are not limited to: - Natural Language Processing - NLP tasks for Knowledge Extraction - NLP for Ontology Population and Learning - Sentiment Analysis and Opinion Mining for Knowledge Applications - Interplay between Language and Ontologies - NLP for Explainable Knowledge - Machine Translation techniques for Multilingual Knowledge - NLP for the Web - Bias detection and mitigation in small/large LM - (Small/Large) LM and Knowledge - Knowledge - Knowledge to improve NLP tasks - Knowledge for Information Retrieval - Knowledge-based Sentiment Analysis and Opinion Mining - Combining Knowledge and Deep Learning for NLP - Knowledge for Text Summarization and Generation - Knowledge for Persuasion - Knowledge-based Machine Translation - Knowledge for the Web - Linked Data for NLP - Knowledge-based NL Explainability - LM-enhanced ontology and knowledge engineering methodologies and tools - LM-based agent for knowledge extraction, reasoning, and management - Ontology evaluation via small/large LMs - (Ontological) knowledge memorization in LMs - Knowledge-based techniques for LMs (Retrieval Augmented Generation based approaches, fact-checking, and bias mitigation) - Question answering over knowledge graphs via small/large LMs - Real-world applications that exploit Knowledge and NLP - Real-world applications that exploit Knowledge and NLP - Knowledge and NLP Systems for Big Data scenarios - Knowledge and NLP technology for a diverse, equitable, and inclusive society - Deployment of Knowledge and NLP Systems in specific domains, such as: - Digital Humanities and Social Sciences - eGovernment and public administration - Life sciences, health, and medicine - News and Data Streaming Paper Submission Submissions must not have been published or be concurrently considered for publication elsewhere. Papers should be submitted in PDF using the ACM-SAC proceedings format <https://www.sigapp.org/sac/sac2026/authorkit.php>. Authors' names and affiliations should be entered separately at the submission site and not appear in the submitted papers. Each submission will be reviewed in *a DOUBLE-BLIND *process according to the ACM-SAC Regulations. Student Research Competition (SRC) submissions are welcome (see SAC 2026 SRC page for details <https://www.sigapp.org/sac/sac2026/src_program.php>). Initial Submission Policy - All submissions must initially be submitted as regular papers. There is no separate submission track for poster papers. - Paper selection is based on originality, technical contribution, presentation quality, and relevance to the Knowledge and Natural Language Processing Track. - Based on the outcome of the review process, some submissions—although technically sound—may not be accepted as regular papers due to overall acceptance rate constraints, and could be accepted as posters Minimum Length for Review Consideration - While there is no formal minimum page requirement, submissions of fewer than four (4) full pages that do not demonstrate substantial contributions may be subject to desk rejection without external review. Camera-ready Page Limits - Regular Papers (accepted for publication): - Up to eight (8) pages are included with standard registration. Poster Papers (recommended for acceptance): - Up to two (2) pages are included with standard registration. *Important Dates (check SAC website <https://www.sigapp.org/sac/sac2026/#important-dates> for up-to-date dates)* *September 26, 2025: Regular Paper & SRC Abstract Submission* For further information, please visit the Knowledge and Natural Language Processing Track <https://knlp.fbk.eu/> and ACM-SAC 2026 <https://www.sigapp.org/sac/sac2026/> conference websites or feel free to contact the Track Co-Chairs <knlp(a)fbk.eu>. -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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Third CfP: FoIKS 2026: 14th International Symposium on Foundations of Information and Knowledge Systems. Hannover, Germany
by Yasir mahmood 12 Aug '25

12 Aug '25

***|* Apologies if you received multiple copies ofthis CFP *|* * * *================================* *** FoIKS 2026: Third call for papers *** *================================* ** *The 14th International Symposium on Foundations of Information and Knowledge Systems <https://foiks2026.github.io/>will be taking place from 23 to 26 of March 2026 in Hanover, Germany. We are excited to announce the invited speakers for next year’s conference.* * *==================* * ** Invited Speakers ** ================== * Giuseppe De Giacomo(University of Oxford) * Floris Geerts(University of Antwerp) * Wolfgang Nejdl(Leibniz Universität Hannover) * Ana Ozaki(University of Oslo) * * * We invite contributions from theoretical and applied research on information and knowledge systems. * * =========== ** Scope ** =========== The suggested topics include, but are not limited to: * Mathematical Foundations of Information and Knowledge Systems: Discrete structures and algorithms, graphs, and formal languages. * Database Design and Management: Formal models, (in)dependencies and models of transactions, concurrency control. * Logics in Databases and AI: Classical and non-classical logics, logic programming, description logics, spatial and temporal logics, argumentation, probability logic, fuzzy logic. * Knowledge Representation and Reasoning: Logical reasoning, Non-monotonic reasoning (reasoning under inconsistency), Reasoning under vagueness or uncertainty. * Foundations of neuro-symbolic reasoning: Embedding methods for structured information, such as knowledge graphs, mathematical expressions, grammars, logical theories. * Intelligent Agents: Multi-agent systems, autonomous agents, formal models of interactions, Boolean games, coalition formation, reputation systems, epistemic reasoning. * Knowledge Discovery and Information Retrieval: Machine learning, data mining, formal concept analysis and association rules, information extraction. * Security in Information and Knowledge Systems: Identity theft, privacy, trust, intrusion detection, access control, inference control, secure Web services, secure Semantic Web, risk management. * Integrity and Constraint Management: Verification, validation, consistent query answering, and information cleaning. * Knowledge graphs and semi-structured Data: Data modelling, data processing, data compression, and data exchange. ====================== ** Submission Guidelines ** ====================== Papers must be typeset using the Springer LaTeX2e style llncs for Lecture Notes in Computer Science (for guidelines and templates, see:https://www.springer.com/gp/computer-science/lncs/conference-proceeding… <https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu…>). Submissions that deviate substantially from these guidelines may be rejected without review. There are the following page limits according to paper type: * Long papers: 16, plus additional pages for references. * Short papers: 10, plus additional pages for references. Missing proofs or details can be added as an additional appendix of up to 15 pages article style and read at the discretion of the program committee. All papers must be original and not simultaneously submitted to another journal or conference. Initial submissions must be in PDF format, but authors should keep in mind that the LaTeX2e source must be submitted for the final versions of accepted papers. Submissions in alternate formats, such as Microsoft Word, cannot be accepted for either initial or final versions. The submissions will be judged for scientific quality and for suitability as a basis for broader discussion. Submission is via the EasyChair linkhttps://easychair.org/conferences/?conf=foiks2026 <https://easychair.org/conferences/?conf=foiks2026>. All questions about submissions should be emailed to foiks2026(a)easychair.org. ============= ** Publication ** ============= The proceedings are planned to be published by Springer-Verlag in the Lecture Notes in Computer Science series. After the symposium, authors of selected papers will be invited to submit extended journal versions of their papers for a FoIKS 2026 special issue. ================= ** Important dates ** ================= * Submission of abstracts:September 18, 2025 * Submission of paper: September 25, 2025 * Notification:December 13, 2025 * Final version due:January 06, 2026 * Conference: March 23-26, 2026 ============== ** Organization ** ============== * *PC Chairs* * * Anni-Yasmin Turhan(University of Paderborn, Germany) * Jonni Virtema(University of Sheffield, UK) * *Local Chair* * * Arne Meier(Leibniz University Hannover, Germany) * * *Publicity Chair* * * *Yasir Mahmood* (Universität Paderborn) * *Local Organisers* * * Timon Barlag (Leibniz Universität Hannover) * Nicolas Fröhlich (Leibniz Universität Hannover) * Vivian Holzapfel (Leibniz Universität Hannover) * Rahel Kluge (Leibniz Universität Hannover) * Laura Strieker (Leibniz Universität Hannover) * Heribert Vollmer (Leibniz Universität Hannover) * *Program Committee* * * Ringo Baumann (Leipzig University) * Meghyn Bienvenu (CNRS, University of Bordeaux) * Thomas Bolander (Technical University of Denmark) * Stefan Borgwardt (TU Dresden) * Elena Botoeva (University of Kent) * Willem Conradie (University of the Witwatersrand) * Fabio Cozman (University of São Paulo) * Thomas Eiter (TU Wien) * Flavio Ferrarotti (Software Competence Centre Hagenberg) * Johannes K. Fichte (Linköping University) * Valentin Goranko (Stockholm University) * Guido Governatori (Central Queensland University) * Marc Gyssens (Universiteit Hasselt) * Miika Hannula (University of Tartu) * Jelle Hellings (McMaster University) * Andreas Herzig (CNRS, IRIT, University of Toulouse) * Martin Homola (Comenius University in Bratislava) * Tomi Janhunen (Tampere University) * Matti Järvisalo (University of Helsinki) * Gabriele Kern-Isberner (Technische Universität Dortmund) * Sébastien Konieczny (CRIL - CNRS, University of Artois) * Juha Kontinen (University of Helsinki) * Mena Leemhuis (Free University of Bozen-Bolzano) * Joao Leite (Universidade NOVA de Lisboa) * Sebastian Link (The University of Auckland) * Maria Vanina Martinez (Artificial Intelligence Research Institute (IIIA - CSIC)) * Arne Meier (Leibniz Universität Hannover) * Thomas Meyer (University of Cape Town and CAIR) * Daniel Neider (TU Dortmund) * Magdalena Ortiz (Vienna University of Technology) * Nina Pardal (University of Huddersfield) * Elena Ravve (Ort Baude College) * Sebastian Rudolph (TU Dresden) * Katsuhiko Sano (Hokkaido University) * Konstantin Schekotihin (Alpen-Adria Universität Klagenfurt) * Klaus-Dieter Schewe (Zhejiang University) * Guillermo R. Simari (Universidad del Sur in Bahia Blanca) * Jan Van den Bussche (Hasselt University) * Stefan Woltran (TU Wien) * Thomas Ågotnes (University of Bergen) * Mantas Šimkus (TU Vienna) **

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The Annual ACM Conference on Intelligent User Interfaces (IUI 2026): Last Call for Workshop Proposals
by Announce 12 Aug '25

12 Aug '25

*** Last Call for Workshop Proposals *** The Annual ACM Conference on Intelligent User Interfaces (IUI 2026) March 23-26, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://iui.hosting.acm.org/2026/ We are pleased to invite proposals for workshops to be held in conjunction with the Annual International ACM Conference on Intelligent User Interfaces (ACM IUI 2026), Paphos, Cyprus. Workshops aim to provide a venue for presenting research on emerging or specialized topics of interest and to offer an informal forum for discussing research questions and challenges. Potential workshop topics should be related to the general theme of the conference (“Where HCI meets AI”). We welcome proposals for a wide range of *full-day* or *half-day* workshops, including but not limited to: • Mini Conferences: Workshops that focus on a specific topic and may have their own paper submission and review processes. • Interactive Formats: Workshops that encourage active participation and hands-on experiences through break-out sessions or group work to explore specific topics. They may have their own paper submission and review process or target a report summarizing the discussions and outcomes. • Emerging Work Sessions: Workshops that foster discussion around emerging ideas. Organizers may raise specific topics and invite position papers, late-breaking results, or extended abstracts. • Project-Centric Formats: Workshops tied closely to a specific existing large-scale funded project(e.g., NSF, EU) with the goal to engage a broader community. • Interactive Competitions: Formats that invite individuals and teams to participate in challenges or hackathons on selected topics relevant to IUI. Review and Oversight by Workshop Chairs Proposals will be reviewed and evaluated by the Workshop Chairs. It is possible that workshops may be cancelled, shortened, merged, or restructured if there are insufficient submissions. Workshop summaries will be included in the ACM Digital Library for ACM IUI 2026. We will also publish joint workshop proceedings for accepted workshop submissions (through CEUR or a similar venue). Responsibilities of Workshop Organizers • Coordinate the Call for Papers, including solicitation, submission handling, and peer review process. • Create and maintain a dedicated website with workshop information. The IUI 2026 website will link to this page. • Prepare and communicate a Call for Participation, targeting both IUI and broader relevant communities (e.g., via mailing lists, social media, newsgroups, or offline events). • Facilitate the planned activities, including paper presentations, discussions, and/or interactive elements. • Submit a workshop summary for inclusion in the ACM Digital Library. • Collect camera-ready papers and author agreements from workshop participants for the joint workshop proceedings (CEUR or similar). Note that for the joint proceedings (CEUR or similar), submissions should be peer-reviewed and will need to meet publishers’ guidelines. CEUR, for example, requires a 5-page minimum per contribution. Note that not all workshop formats listed above may meet these requirements, and we may not be able to include them. IUI 2026 is an in-person event, and we expect workshop organizers to attend, allowing the workshop to be conducted on-site. One author per paper is expected to attend in person to present the work. Proposal Format Workshop proposals should be a maximum of four pages long (single-column format). Prepare your submission using the latest templates: Word Submission Template (https://authors.acm.org/binaries/content/assets/publications/taps/acm_submi…), or the LaTex Template (https://authors.acm.org/proceedings/production-information/preparing-your-a…). For Latex, please use “\documentclass[manuscript,review]{acmart}”. The proposals should be organized as follows: • Name and title: A one-word acronym and a full title. Please indicate “(Workshop)” after the title. • Abstract: A brief summary of the workshop. • Description of workshop topic: Should discuss the relevance of the proposed topic to IUI and its interest for the IUI 2026 audience. Include a concise discussion of why this workshop is particularly relevant for the intended audience and how it will complement and enhance topics covered at the main conference. • Previous history: List of previous workshops on this topic, including the conferences that hosted them and the number of participants. If available, report on past editions of the workshop (including URLs), along with a brief statement of the workshop series (e.g., covering topics, number of paper submissions, and participants), as well as post-workshop publications over the years and acceptance statistics. If this is the first edition of the workshop, describe how it differs from others on similar topics (e.g., by including conference names and years). • Organizer(s): Names, affiliations, emails, and web pages of the organizer(s). Provide a brief description of the background of the organizer(s). Strong proposals normally include organizers who bring differing perspectives on the topic and are actively connected to the communities of potential participants. Please indicate the primary contact person and the organizers who will attend the workshop. Also, please provide a list of other workshops organized by workshop organizers in the past. • Workshop program committee: Names and affiliation of the members of the (tentative) workshop program committee that will evaluate the workshop submissions. • Participants: Include a statement of how many participants you expect and how you plan to invite participants for the workshop. If possible, include the names of at least 10 people who have expressed interest in participating in the workshop or tutorial. • Workshop activities: A brief description of the format regarding the mix of events or activities, such as paper presentations, invited talks, panels, demonstrations, teaching activities, hands-on practical exercises, and general discussion. • Planned outcomes of the workshop: What are you hoping to achieve by the end of the workshop? Please list here any planned publications or other outcomes expected. • Length: Full-day or half-day. Submission Platform • All materials must be submitted electronically to PCS 2.0 http://new.precisionconference.com/~sigchi by the proposal submission deadline. • In PCS 2.0, first click "Submissions" at the top of the page, from the dropdown menus for society, conference, and track, select "SIGCHI", "IUI 2026", and then "IUI 2026 Workshops", and press "Go". We encourage both researchers and industry practitioners to submit workshop proposals. To support diverse perspectives in the workshops, we strongly recommend including organizers from varied institutions and backgrounds. Furthermore, we welcome workshops with an innovative structure that can attract diverse types of contributions and foster valuable interactions. Prospective organizers are encouraged to contact the Workshop Chairs in advance (workshops2026(a)iui.acm.org) to discuss ideas, receive feedback, or seek assistance in preparing engaging proposals. Especially for workshop proposals featuring innovative interactive formats, we are happy to help further develop and implement the ideas. Important Dates (AoE) • Workshop Proposals: August 22, 2025 • Decision Notification: September 19, 2025 • Camera-ready Summaries: February 6, 2026 Workshop Chairs Karthik Dinakar, Pienso, USA Werner Geyer, IBM Research, USA Patricia Kahr, University of Zurich, Switzerland Antonela Tommasel, CONICET, Argentina

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CODI-CRAC workshop: deadline for direct submissions
by Chloé Braud 11 Aug '25

11 Aug '25

CODI-CRAC, Joint Workshop on Computational Approaches to Discourse (CODI) and Computational Models of Reference, Anaphora and Coreference (CRAC) 2025-11-8/9 - EMNLP 2025 - Suzhou ** Direct Submission deadline: August 23th, 2024 ** Direct submission: We now open submissions for papers submitted at another main conference. Notifications will be sent on September 2 for direct submissions, and camera-ready will be due on September 12. Website link: https://sites.google.com/view/codi2024 CODI-CRAC considers for publication papers rejected at one of the main conferences, authors will have to submit both the paper and the reviews as a supplementary pdf file. If modifications have been made since the original submission, please submit an additional file describing briefly the modifications made. The organizers will decide on the acceptance of the papers based on the quality of the paper and its fit with the workshop. As a reminder, CODI-CRAC also invites presentations of paper accepted at another main conference. They will be included in the workshop program and handbook, but will not appear in the workshop proceedings. Please submit your workshop papers (category: "direct submission", archival or non archival) at : - CODI submission: https://softconf.com/emnlp2025/codi2025/ - CRAC submission: https://softconf.com/emnlp2025/crac2025/

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The 33rd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2026): Last Call for Workshop Proposals
by Announce 11 Aug '25

11 Aug '25

*** Last Call for Workshop Proposals *** The 33rd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2026) 17 March, 2026, 5* St. Raphael Resort and Marina, Limassol, Cyprus https://conf.researchr.org/track/saner-2026/saner-2026-workshops-tutorials-… In SANER 2026, we solicit proposals for workshops to be held in conjunction with the main conference. Workshops can be full or half-day and should highlight a specific topic of interest related to software analysis, evolution, and reengineering. We encourage workshop organizers to include activities that provide their participants with a true workshop experience. All workshops will tentatively be scheduled for the first day of the conference (March 17, 2026), the day before the main conference. Should you be interested in joining SANER, please keep the deadlines below in mind. Submission Instructions Proposal submission: By August 20th, 2025 AoE, the workshop proposal (in the form of call for papers) should be submitted to the workshops EasyChair page: https://easychair.org/my/conference?conf=saner2026 . The submission could be a PDF file (no more than two pages) or a public link to a call for papers webpage. The call for papers should include: • a workshop title, • a description of the workshop topic and scope, • an indication of whether the workshop will take ½ day or a full day, • a link to the workshop website, • and the contact information. The website should be live and include (at least) the following information: the topic of the workshop, its scope, list of topics of interest, names of the organizing committee members and their affiliations, types of submissions and the important dates as follows (all dates are 23:59h AoE): • Abstract Submission: 12 December, 2025 • Paper Submission: 18 December, 2025 • Notification: January 14, 2026 • Camera-Ready: 20 January, 2026 Evaluation Criteria The proposals will be evaluated by the workshops track chairs based on the novelty of the workshop topic, its importance to the field, as well as the composition of the organizing team. Workshop PC and Submission System No later than mid of-September 2025, the workshop PC should have been finalized and the paper submission system should be live. Workshop organizers are free to select EasyChair, HotCRP or any other commonly used paper submission system. The workshop proceedings will be included in a separate section of the conference’s proceedings – the companion proceedings. SUBMISSION LINK https://easychair.org/my/conference?conf=saner2026 IMPORTANT DATES • Workshop Proposals Submissions: 20 August, 2025 • Workshop Proposals Notification: 27 August, 2025 All dates are 23:59h AoE (anywhere on Earth). ORGANISATION General Chair • Georgia Kapitsaki, University of Cyprus, Cyprus Local Organizing Chair • George Angelos Papadopoulos, University of Cyprus, Cyprus Workshops and Tutorials Co-Chairs • Marcelo De Almeida Maia, Federal University of Uberlandia, Brazil • Juri Di Rocco, University of L'Aquila, Italy

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Third Call for Papers and deadline extension: Identity-Aware AI 2025
by Soda Marem Lo 11 Aug '25

11 Aug '25

Ethical and Technical Challenges for Identity-Aware AI Workshop at ECAI 2025 <https://ecai2025.org/workshops/>, Bologna, Italy, October 25-30. https://identity-aware-ai.github.io/ Workshop theme: What makes each of us unique, and which ethical and technical challenges does this imply? Overview What makes us unique? Language (and thus the automatic processing of it) is about people and what they mean. However, current practice relies on the assumptions that the involved humans are all the same, and that if enough data (and compute power) is present, the resulting generalizations will be robust enough and represent the majority. This approach often harms marginalized communities and ignores the notion of identity in models and systems. Our interdisciplinary workshop aims to raise the question of “what makes each of us unique?” to the AI community. We seek to gather researchers from diverse fields to understand how the identities of all stakeholders — e.g., the individuals projecting their views in texts, the individuals perceiving the texts, the individuals mentioned and those not mentioned in the texts — should be considered in future research in AI. Workshop Goals - The development of a shared and interdisciplinary understanding of identities and how identity is treated in AI. - The development of new methods that push the effective, fair, and inclusive treatment of individuals in AI to the next level. Topics of Interest We invite submissions on the following topics: - Approaches to model subjective phenomena: Personalization and perspectivist methods that leverage disaggregated labeled data, encoding annotator metadata on their beliefs, moral values, sociodemographic features, or personal narratives. ML methods to address the challenges of “learning from disagreements” both from the development of new models and the collection of data to train such models. - Methods for detecting and controlling bias in models and data: Techniques to audit fairness, enforce fairness constraints, and learn fair representation from data, in order to enhance the fairness of models while maintaining their predictive reliability. Ethical challenges for LLMs in identity-aware dialog and tasks: diversity, stereotypes, harms. - The role of sociodemographics in LLMs: Such as which characteristics (and disagreements) they embody and how to measure their capacity for representing and reasoning about diverse types of identities. - Challenges for applying AI methods to model socio-political phenomena: Including polarization, impact of media consumption on public opinion formation, agenda setting, deliberation support, and how integrating identity into AI methods can influence the accuracy for these tasks. - NLP work at the intersection with social psychology: The methodological foundation for quantitative investigation of identity-related topics. The reflection on best practices to reliably measure complex constructs such as morals and values. Detection and analysis of personal narratives across cultures. - Accountability of AI in the eye of the general public: The role of LLMs, and the responsibilities of AI and NLP developers for ethical use of identities. - NLP work at the intersection of survey science: The use of LLMs to model and simulate individuals and subpopulations; the role of LLMs in personalizing information elicitation; and methodological approaches to address data contamination and response validation when LLMs are used by either researchers or respondents. Submission Types We welcome the following types of submissions: - Long papers: Up to 8 pages (excluding references) - Short papers: Up to 4 pages (excluding references) - Non-archival submissions, student project presentations, mixed-media submissions: No page limit - For non-archival submissions, we welcome creative formats including: - Art, poetry, music - Blog posts - Jupyter notebooks - Teaching materials - TikToks and videos - Findings papers - Late-breaking papers - Extended abstracts - For creative format submissions, please submit a PDF containing: - A summary or abstract of your work - A link to your work (if hosted externally) - Any additional context or documentation Submission Guidelines - All submissions will be double-blind reviewed - Submissions should follow ECAI formatting guidelines <https://www.ecai2024.eu/calls/main-track> with the latex template here <https://ecai2024.eu/download/ecai-template.zip> - Submit your paper through EasyChair <https://easychair.org/conferences/?conf=identityawareai2025> - Accepted papers will be published in the workshop proceedings through CEUR Workshop Format The workshop will be a half-day event featuring: - Keynote speeches from leading experts in the field - Paper presentations (oral and lightning talks) - Participatory design activity to develop a shared interdisciplinary vocabulary, identify current gaps in datasets for studying identity, and design a vision for collecting new datasets - Special student project session We are committed to ensuring that our workshop is accessible to all. The workshop will be held in a hybrid format, allowing both in-person and virtual participation. Important Dates - Submissions: 22 August 29 August - Notifications: 26 September - Camera-ready: 3 October - Workshop: 25 October Diversity & Inclusion We actively encourage submissions from underrepresented communities and countries. The workshop organizers will provide mentorship and thorough feedback, especially to first-time authors and reviewers. Organizers - Pranav A (University of Hamburg) - Valerio Basile (University of Turin) - Neele Falk (University of Stuttgart) - David Jurgens (University of Michigan) - Gabriella Lapesa (GESIS, Leibniz Institute for the Social Sciences & Heinrich-Heine University of Düsseldorf) - Anne Lauscher (University of Hamburg) - Soda Marem Lo (University of Turin) Contact For queries, please contact: identity-aware-ai(a)googlegroups.com Join us at Identity-aware AI 2025 to contribute to this important conversation!

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Fully funded PhD/PostDoc position (University of Augsburg)
by Annemarie Friedrich 09 Aug '25

09 Aug '25

Dear CorporaList readers, I have an open position (PhD or PostDoc, fully funded) at the University of Augsburg, Germany (near Munich). We are looking for an enthusiastic computational linguist with strong programming skills in Python to join our interdisciplinary team. Our work is currently situated in the areas of linguistic annotation, computational modeling of discourse, digital humanities, and machine learning. Please help us by forwarding this e-mail to potentially interested students! The full job ad can be found here: https://www.uni-augsburg.de/en/jobs-und-karriere/stellenangebote/2025/08/04… More infos on our team: https://hlt-augsburg.github.io/ <https://hlt-augsburg.github.io/> -- ------------------------------------------------------------------------ Mit freundlichen Grüßen / Best Regards Prof. Dr. Annemarie Friedrich Natural Language Understanding with Applications to DH Fakultät für Angewandte Informatik, Universität Augsburg https://www.uni-augsburg.de/de/fakultaet/fai/informatik/prof/coling/

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Call for Abstracts: Methods Fair of the 62nd Annual Conference of the Leibniz Institute for the German Language
by Ngoc Duyen Tanja Tu 08 Aug '25

08 Aug '25

Dear colleagues, the Methods Fair forms part of the 62nd Annual Conference of the Leibniz Institute for the German Language, carrying the motto 'German in the European language area: current status and prospects'. This call invites submissions of resources, tools and methods relating to the German language, or contrasting German with other European languages. If accepted, the content will be presented as a poster and subsequently published as a short paper. The language of presentation and publication is German. The full call follows in German: Vom 10.-12. März 2026 findet die Jahrestagung 2026 des Leibniz-Instituts für Deutsche Sprache in Mannheim statt. Das Rahmenthema der Tagung lautet „Deutsch im europäischen Sprachraum: Stand und Perspektiven“: https://www.ids-mannheim.de/aktuell/veranstaltungen/tagungen/2026/ Ein Bestandteil der Tagung wird auch 2026 eine Projekt- und Methodenmesse sein. Wir laden herzlich zur Einreichung von Beiträgen ein, die sich mit methodischen Ansätzen befassen, welche die Forschung im Kontext des Tagungsthemas unterstützen, ermöglichen oder kritisch reflektieren. Im Mittelpunkt stehen Ressourcen, Methoden und Werkzeuge, die vorzugsweise anhand kompakter Anwendungsstudien vorgestellt werden. Willkommen sind Beiträge, die sich auf die deutsche Sprache beziehen oder das Deutsche kontrastiv mit anderen europäischen Sprachen in Beziehung setzen. Dies umfasst unter anderem, aber nicht ausschließlich, folgende Themen: - Nutzung schriftlicher oder gesprochener Korpora des Deutschen; - Erhebung und Verwendung nicht korpus-zentrierter empirischer Sprachdaten, die Deutsch in der europäischen Sprachenlandschaft verorten; - Untersuchungen von Sprachpolitik, -diskursen oder -einstellungen, die sich mit der Rolle von Deutsch in europäischen Kontexten beschäftigen; - quantitative Analysen der deutschen Sprache in mehrsprachigen oder nicht mehrheitlich deutschsprachigen Kontexten, einschließlich Visualisierungen; - Auswirkungen von generativer KI und Large Language Models auf die Verwendung des Deutschen in sprachübergreifender Perspektive oder in multilingualen Kontexten; - innovative Werkzeuge und Methoden im Bereich des DaF-/DaZ-Unterrichts. Die Beiträge werden in Form eines Posters und ggf. einer Softwaredemonstration präsentiert. Auf der Tagung wird jeder Beitrag in einem einminütigen Schlaglicht dem Publikum vorgestellt, anschließend gibt es die Gelegenheit, die Inhalte im Rahmen einer ca. eineinhalbstündigen Postersession zu demonstrieren und Fragen zu beantworten. Ausgearbeitete Beiträge sollen im Anschluss an die Tagung bei IDSopen (https://idsopen.de/) digital nach dem Open-Access-Prinzip publiziert werden. Wir bitten um die Einreichung eines nicht anonymisierten Abstracts (max. 500 Wörter exkl. Literaturangaben; in einem editierbaren Format) sowie um die Zuordnung zu thematischen Schlagwörtern. Bitte senden Sie Ihren Vorschlag bis zum 15. Oktober 2025 an methodenmesse2026(a)ids-mannheim.de. Über die Annahme der Beiträge entscheidet das Organisationsteam bis zum 12. Dezember 2025. Organisationsteam: Peter Meyer, Andreas Witt sowie Laura Herzberg, Marc Kupietz, Heiko J. Marten, Samira Ochs, Janusz Taborek, Beata Trawiński, Ngoc Duyen Tanja Tu, Jörg Zinken -- Dr. Ngoc Duyen Tanja Tu Leibniz-Institut für Deutsche Sprache Abteilung Grammatik Tel: +49 621-1581-242

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*SEM 2025 - ARR commit deadline 22nd August
by Kemal Kurniawan 08 Aug '25

08 Aug '25

*SEM 2025 accepts commits of ARR papers with complete sets of ARR reviews. Commit your paper here by Aug 22: https://openreview.net/group?id=aclweb.org/StarSEM/2025/ARR_Commitment<https://openreview.net/group?id=aclweb.org/StarSEM/2025/ARR_Commitment> *SEM2025: The 14th Joint Conference on Lexical and Computational Semantics, Suzhou, China. (Co-located with EMNLP) https://starsem2025.github.io/ Call for ARR Commit Papers *SEM brings together researchers interested in the semantics of natural languages and its computational modelling. The conference embraces a wide range of approaches including data-driven, neural, probabilistic and symbolic; practical applications as well as theoretical contributions are welcome. The long-term goal of *SEM is to provide a forum for NLP researchers working on any aspect of natural language semantics. *SEM invites submissions related to the computational modelling of natural language semantics (understood broadly) and its application. Relevant areas include (but are not limited to) theoretical aspects of computational semantics, empirical and data-driven approaches, resources, evaluation and applications/tools. *SEM encourages authors to consider ethical aspects of their work, and to address and discuss ethical questions and implications relevant to their research. *SEM also values reproducibility and particularly welcomes submissions that adhere to the reproducibility guidelines as specified here: https://folk.idi.ntnu.no/odderik/reproducibility_guidelines.pdf<https://folk.idi.ntnu.no/odderik/reproducibility_guidelines.pdf> Submission Instructions Submissions must describe unpublished work and be written in English. We solicit both long and short papers. Long papers describe original research and may consist of up to eight (8) pages of content, plus unlimited pages for references. Appendices are allowed after the references, but the paper should be self-contained and reviewers will not be required to check the appendices, if any. Final versions of long papers will be given one additional page of content (up to 9 pages) so that reviewers' comments can be taken into account. Short papers describe original focused research and may consist of up to four (4) pages, plus unlimited pages for references. Upon acceptance, short papers will be given five (5) content pages in the proceedings. Authors are encouraged to use this additional page to address reviewers comments in their final versions. Limitations and Ethics Statement sections are allowed and encouraged, but are not mandatory. These sections should be placed after the conclusion and will not count towards the overall page limit. Submissions should follow the ARR formatting requirements: https://github.com/acl-org/acl-style-files Submission routes and deadlines *SEM solicits both direct submissions and ACL Rolling Review (ARR) commitments. The deadline for direct submissions is June 13, 2025, and these submissions will be reviewed by the *SEM2025 program committee. ACL Rolling Review (ARR) submissions can be committed to *SEM up to August 22, 2025 (authors of ARR-reviewed papers need to include their OpenReview link with reviews in the submission form). Both types of submissions are made through OpenReview. ARR commit link: https://openreview.net/group?id=aclweb.org/StarSEM/2025/ARR_Commitment<https://openreview.net/group?id=aclweb.org/StarSEM/2025/ARR_Commitment> Multiple submission policy: *SEM does not prohibit the submission of work that is under consideration for another venue at the same time as the *SEM review period. However, authors of such papers will be asked to declare this at submission time. Important Dates (All deadlines are 11:59pm UTC-12h, AoE) ARR-reviewed submission deadline (long & short papers): August 22, 2025 Notification of acceptance: September 5, 2025 Camera-ready deadline: September 26, 2025 Conference date: November 8-9, 2025 (co-located with EMNLP 2025) Following the ACL and ARR policies, there is no anonymity period requirement. Kemal Kurniawan | Research Fellow | (he/him) PhD School of Computing and Information Systems | Faculty of Engineering and IT Level 4, Melbourne Connect, 700 Swanston St The University of Melbourne, Victoria 3010 Australia E: kurniawan.k(a)unimelb.edu.au<mailto:kurniawan.k@unimelb.edu.au>

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CfP ACM TIST Special Issue on New Frontiers in Interactive Storytelling and Computational Models of Narrative
by Pasquale Lisena 07 Aug '25

07 Aug '25

Call for Papers – ACM TIST Special Issue New Frontiers in Interactive Storytelling and Computational Models of Narrative We invite submissions for a forthcoming special issue of ACM Transactions on Intelligent Systems and Technology (TIST) exploring how knowledge-driven methods (e.g., ontologies, knowledge graphs) can be integrated with LLMs and Generative AI to enhance computational storytelling and narrative intelligence. This issue targets interdisciplinary contributions across Semantic Web, NLP, HCI, cognitive technologies, and digital creativity—with applications in education, games, cultural heritage, and human-robot interaction. Topics of interest include (but are not limited to): Knowledge representation for narrative structure and emotion Culturally-aware and constraint-driven language models Semantic interfaces for story authoring Narrative planning in robotics and explainable AI Ethical considerations and social impact of automated storytelling Applications and evaluation of narrative systems Reviews comparing symbolic and neural approaches to narrative AI Submission deadline: December 1, 2025 Full Call for Papers (PDF): https://dl.acm.org/pb-assets/static_journal_pages/tist/cfps/ACM-TIST-CFP-St… Guest Editors: Belén Dìaz Agudo, Pasquale Lisena, Paul Mulholland, Maria Angela Pellegrino For questions: contact Maria Angela Pellegrino – mapellegrino(a)unisa.it

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2nd CFP: AI Werewolf Shared Task for the 3rd International Workshop of AI Werewolf and Dialog System (AIWolfDial2025) at the 18th International Natural Language Generation conference (INLG 2025)
by Yoshinobu Kano 07 Aug '25

07 Aug '25

Second Call for Participations (Registration deadline extended to Aug 20!) Shared Task for the 3rd International Workshop of AI Werewolf and Dialog System (AIWolfDial2025) at the 18th International Natural Language Generation conference (INLG 2025) # Summary Recent achievements of generation models, e.g. ChatGPT, are gathering greater attentions. However, there is still room to investigate LLMs could sufficiently able to handle coherent responses, longer contexts, common grounds, and logics. Werewolf is a social, hidden identity game that requires debate between players and coalition building. The goal of our AIWerewolf contest is to build an AI agent that is able to play this game against other AI. We will hold 5-players and 13-players tracks. # Schedule Shared tasks August 20, 2025: Competition Registration Deadline ← New! deadline extended August 20, 2025: Preliminary Round (Self-play) Result Submission Deadline ← New! deadline extended Late August 2025: Final Round (Online Matches) ← New! deadline extended Workshop papers September 10, 2025: Paper Submission Deadline ← New! deadline extended September 24, 2025: Notification of Acceptance October 1, 2025: Camera-ready Submission Deadline ← New! deadline moved INLG 2025 Conference Period October 29 - November 2, 2025 (in Hanoi) October 30, 2025 (AM): AIWolfDial 2025 Workshop in Hanoi/online (Paper Presentations and Competition Results) Our shared task is held as a part of our AIWolfDial 2025 workshop at INLG 2025 (18th International Natural Language Generation Conference). Our workshop will be held in Hanoi, Vietnam and online on October 30th. It is not mandatry for our shared task participants to attend the INLG 2025 conference, but encouraged to submit thier papers to the workshop and present in the workshop day. Please refer to our websites for the details including technical requirments: https://aiwolfdial.github.io/aiwolf-nlp/en/ # Why AI Werewolf? Recent achievements of generation models, e.g. ChatGPT, are gathering greater attentions. However, such a huge language model would not be sufficiently able to handle coherent responses, longer contexts, common grounds, and logics. The AIWolfDial 2025 contest, which is an international open contest for automatic players of the conversation game "Mafia", requires players not just to communicate but to infer, persuade, deceive other players via coherent logical conversations, while having the role-playing non-task-oriented chats as well. We believe that this contest reveals current issues in the recent huge language models, showing directions of next breakthrough in the NLP area. From the viewpoint of Game AI area, players must hide information, in contrast to perfect information games such as chess or Reversi. Each player acquires secret information from other players' conversations and behavior and acts by hiding information to accomplish their objectives. Players are required persuasion for earning confidence, and speculation for detecting fabrications. Participants must build an artificial intelligence agent that can play the werewolf game as humans do, using natural language. Participant agents will be evaluated by a panel of judges, who will grade the subjective quality of the dialog generated by the agent, in addition to their win rates. Agents must communicate in English. # Registration A team should send required information via https://forms.gle/WuZdfjFAvLV98NU49 Registration and participation to the shared task is free. # System Evaluation Participants should submit a paper to the workshop, or a system design description document to the organizers. In addition to the win rates, reviewers will perform subjective evaluations on the game logs of a self-match games and multi-agent games, using following criteria: A Natural utterance expressions B Contextually natural conversation C Coherent (not contradictory) conversation D Coherent game actions (vote, attack, divine) with conversation contents E Diverse utterance expressions, including coherent characterization Please note that vague utterances that could be used regardless of context are not always natural in the werewolf game. F Team play # Organizers Organizers and Program Commitee: Yoshinobu Kano, Shizuoka University, Japan Claus Aranha, Tsukuba University Takashi Otsuki, Yamagata University, Japan Fujio Toriumi, The University of Tokyo, Japan Hirotaka Osawa, Keio University, Japan Daisuke Katagami, Tokyo Polytechnic University, Japan Michimasa Inaba, The University of Electro-Communications, Japan Kei Harada, The University of Electro-Communications, Japan Takeshi Ito, The University of Electro-Communications, Japan Local Organizers: Neo Watanabe, Shizuoka University, Japan Yuto Sahashi, Shizuoka University, Japan Yuya Harada, Shizuoka University, Japan Links (same as above): Registration https://forms.gle/WuZdfjFAvLV98NU49 Contest and workshop website https://aiwolfdial.github.io/aiwolf-nlp/en/ Paper submission site: https://softconf.com/p/AIWolfDial2025/ Contact; aiwolf(a)kanolab.net On behalf of the AIWolf organizers, -- Yoshinobu Kano, Ph.D. Professor, Research Fellow Faculty of Informatics, Shizuoka University personal webpage: http://kanolab.net/kano/ e-mail: kano(a)kanolab.net kano(a)inf.shizuoka.ac.jp

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CfP: Special issue "AI Meets Humour" (European Journal of Humour Research)
by Tristan Miller 07 Aug '25

07 Aug '25

Call for papers European Journal of Humour Research Special issue: "AI Meets Humour" Editors of the European Journal of Humour Research special issue "AI Meets Humour" invite contributions that examine any aspect of the relationship between artificial intelligence and humour from a humanistic or social-scientific perspective. Relevant topics include, but are not limited to: - Cultural, social, or ethical implications of AI-generated humour - Humour as a test for artificial general intelligence - Semiotics of humour in human–AI interactions - The "funny robot" trope in film and literature - Bias and stereotyping in AI-generated humour - Cross-cultural challenges in computational humour recognition or production - Ethnographies of AI and humour in real-world settings - Evaluations of the use of AI in comedy writing or performance - AI as a theme or target of human-made humour - Philosophical or epistemological perspectives on humour and AI - Educational applications of humour-aware AI Transdisciplinary, interdisciplinary, and multidisciplinary approaches are welcome. Papers jointly authored by researchers in computer science and the social sciences or humanities are particularly encouraged. The special issue will print full-length original research articles (6,000 to 10,000 words), as well as shorter commentary pieces (3,000 to 6,000 words) that critically examine and take a clear persuasive stand on the literature and research direction of a particular topic. Submission instructions Prospective authors should e-mail the following to the guest editors at aimeetshumour(a)groups.io: - title - 250-word abstract - 5 keywords - names, affiliations, e-mail addresses, and biographies (up to 250 words) of all co-authors Authors of accepted abstracts will be invited to submit a full article that must follow the EJHR style sheet available at <https://europeanjournalofhumour.org/ejhr/about/submissions>. Submissions that pass an informal internal review by the guest editors will undergo external double-blind review, with authors of accepted papers invited to submit a final, revised version of their manuscript. Important dates - 1 October 2025: Abstract submission deadline - 1 November 2025: Acceptance notifications for abstracts - 1 March 2026: Paper submission deadline - 1 July 2026: Acceptance notifications for papers - 1 August 2026: Deadline for submission of revised papers - September/October 2026: Publication of special issue About the journal The European Journal of Humour Research (EJHR) is a peer-reviewed quarterly journal with an international, multidisciplinary editorial board. EJHR covers the full range of work being done on all aspects of humour and intends to respond to the important changes that have affected the study of humour. Consequently, EJHR is committed to theoretical openness characterized by the intent to publish a wide range of critical approaches, alongside the encouragement and development of innovative work that contains a transdisciplinary and cross-disciplinary focus. For more information, see <https://europeanjournalofhumour.org/>. Guest editors - Anna T. Litovkina, J. Selye University, Slovakia - Tristan Miller, University of Manitoba, Canada - Andrea Puskás, J. Selye University, Slovakia - Márk Csóka, J. Selye University, Slovakia For any enquiries, please contact the guest editors at aimeetshumour(a)groups.io. -- Dr. Tristan Miller, Assistant Professor Department of Computer Science, University of Manitoba https://clam.cs.umanitoba.ca/ | Tel. +1 204 474 6792

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2 PhD Positions on Persona-Based Dialogue generation and NLG for Combating Online Harms. Application deadline: August 22nd
by Marco Guerini 06 Aug '25

06 Aug '25

------------------ Apologies for cross-posting. ------------------ The Language and Dialogue Technologies (LanD <https://land.fbk.eu/>) group at Fondazione Bruno Kessler <https://www.fbk.eu/en/> (Trento, Italy) in conjunction with the ICT International Doctorate School of the University of Trento <https://iecs.unitn.it/> is pleased to announce the availability of two fully-funded PhD position: 1) TITLE: Dynamic Personas - Modeling the Evolution of Opinions and Values in LLMs DESCRIPTION: Previous research has focused on equipping conversational agents with static, deep personas incorporating opinions, values, and beliefs to enrich dialogues. However, human interaction is dynamic; opinions can shift, and values may be expressed differently depending on context or interlocutor. Current persona-based models lack the ability to adapt or evolve during interaction. This PhD Thesis aims to address this gap by developing neural models capable of representing and evolving deep personas dynamically within a conversation. The research will investigate how to model the triggers and mechanisms of persona adaptation, such as responding to conversational context, user interaction history, or explicit feedback. The goal is to create agents whose expressed opinions and values can evolve coherently over time, leading to more natural, engaging, and long-term interactions. Evaluation will focus on the plausibility, coherence, and adaptability of the dynamic persona, with a focus on understanding how LLMs' personas impact user perception and interaction quality. Link to the call: https://iecs.unitn.it/education/admission/reserved-topic-scholarships#A5 2) TITLE: Knowledge-Driven Natural Language Generation for Combating Online Harms DESCRIPTION: The pervasive spread of online misinformation and hate speech poses critical threats to societal well-being and democratic discourse. While neural language models (NLMs) show promise in generating counter-arguments and debunking fake news, they often suffer from limitations such as hallucination, knowledge scarcity, and a lack of sophisticated argumentative reasoning. This PhD project aims to overcome these shortcomings by developing novel knowledge-driven neural language generation pipelines. We will focus on integrating diverse external knowledge sources, principles from argumentation theory, and domain-specific features to enable the generation of factually accurate, persuasive, and ethically sound counterspeech. The goal is to build advanced generative AI systems that can effectively and safely mitigate the impact of both misinformation and hate speech online. Link to the call: https://iecs.unitn.it/education/admission/reserved-topic-scholarships#A6 COMPLETE DETAILS AVAILABLE AT: https://iecs.unitn.it/education/admission/call-for-application IMPORTANT DATES: deadline for application is August 22nd, 2025, 04:00 PM (CEST) FURTHER INFORMATION: For preliminary interviews, and should you need further information about the position, please contact me (guerini(a)fbk.eu) Best Regards, Marco Guerini -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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cfp: Dialogue and Discourse Vol. 16(2)
by Manfred Stede 06 Aug '25

06 Aug '25

- apologies for cross-posting - We are pleased to announce the call for submissions for the next regular issue of the journal Dialogue and Discourse. Submissions are invited on all topics in the formal, computational, or psycholinguistic study of dialogue and discourse. Submissions received by September 1st, 2025 will be considered for the next regular issue. Later submissions will be slated for the next available issue. About the journal Dialogue and Discourse (D&D http://www.dialogue-and-discourse.org) is the first peer-reviewed free open access journal dedicated exclusively to work that deals with language "beyond the sentence". The journal adopts an interdisciplinary perspective, accepting work from Linguistics, Computer Science, Psychology, Sociology, Philosophy, and other associated fields with an interest in formally, technically, empirically or experimentally rigorous approaches. Descriptive papers should make a substantial theoretical contribution to be considered. We are committed to ensuring the highest editorial standards and rigorous peer-review of all submissions, while granting open access to all interested readers. D&D has published regular issues every year since 2010, and occasionally special issues on common topics. As of August 2025, D&D has published 119 papers, and the journal's h-index is 31. D&D is endorsed by ACL SIGdial, SemDial, and AMLaP. D&D is indexed by DBPL Bibliography, the Directory of Open Access Journals, the European Reference Index for the Humanities and Social Sciences, Linguistics and Language Behavious Abstracts, Linguistics Abstracts Online, Linguistic Bibliography Online, the MLA International Bibliography, Scopus. Submissions Submissions should be made via the online submission system at http://www.dialogue-and-discourse.org/submission.shtml Authors are required to indicate if a submission is an extended version of one or more previously published conference papers (to which we would expect substantial additions); simultaneous submission to another venue is prohibited. Submissions will undergo rigorous peer-review. Once accepted and finalized, papers will appear online immediately, as part of the current issue. Selected papers will furthermore be offered the opportunity to present a poster at the following SIGDIAL Conference (https://www.sigdial.org). Dialogue and Discourse Editors Issue Editors: Manfred Stede (Volume 16, Issue 2) Casey Kennington (Volume 16, Issue 1) Massimo Poesio (Volume 15, Issue 2) Pat Healey (Volume 15, Issue 1) Editor In Chief: David R. Traum, University of Southern California, United States Associate Editors: Rebecca Clift, University of Essex, United Kingdom Barbara Di Eugenio, University of Illinois Chicago, United States Kallirroi Georgila, University of Southern California, United States Jonathan Ginzburg, Université Paris-Cité, France Pat Healey, Queen Mary University London, United Kingdom Ryuichiro Higashinaka, Nagoya University, Japan Casey Kennington, Boise State University, United States Pierre Lison, Norwegian Computing Center, Norway Massimo Poesio, Queen Mary University London and University of Utrecht Manfred Stede, University of Potsdam, Germany Amir Zeldes, Georgetown University, United States

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IWSLT 2026 - Call for Task Proposals
by Atul K. Ojha 05 Aug '25

05 Aug '25

Dear all, The International Conference on Spoken Language Translation (IWSLT) <https://iwslt.org/> is the premier annual conference for all aspects of Spoken Language Translation. Every year, the conference organizes and sponsors open evaluation campaigns around key challenges in simultaneous and consecutive translation, under real-time/low latency or offline conditions, and for a variety of languages in under-resourced or multilingual conditions. System descriptions and results from participants’ systems and scientific papers related to key algorithmic advances and best practices are presented. IWSLT is the venue of the SIGSLT, the Special Interest Group on Spoken Language Translation of ACL, ISCA, and ELRA. With a track record of 20+ years, IWSLT benchmarks and proceedings serve as a reference for all researchers and practitioners working on speech translation and related fields. There are many challenges in speech translation that have not yet been addressed, among them, we are really interested in topics related to new applications scenarios (e.g. meetings, subtitling, dubbing), specific aspects (e.g. names, accents), different styles, multilingually, discourse and summarization, multimodal and multi-party speech translation, automatic evaluation metrics for speech translation. or many other ideas that researchers have not yet focused on. Therefore, we invite proposals for shared tasks. As a task organizer you can promote a particular challenge in speech translation, either newly identified or worthy of continued research. For those proposing new tasks, for inspiration, you can find the tasks run in the previous year on the IWSLT website. Tasks will be selected in November based on their relevance and readiness for the evaluation campaign, to enable data released by the end of the year. To ensure an appropriate number of total tracks, highly related proposals may be encouraged to merge after initial review. If you want to propose a new task to encourage researchers around the world to work on particular timely challenges in SLT, please fill out the following form <https://iwslt.org/assets/pdfs/IWSLT2026-Call_for_Tasks.pdf> and send it to: *iwslt-organizers(a)googlegroups.com <iwslt-organizers(a)googlegroups.com> *by* September 30th, 2025. *Decisions about which tasks will run in 2026 will be announced by *November 1st, 2025* . For further information on this initiative, please refer to the * <https://iwslt.org/assets/pdfs/IWSLT2026-Call_for_Tasks.pdf>CFP <https://iwslt.org/assets/pdfs/IWSLT2026-Call_for_Tasks.pdf> *( https://iwslt.org/assets/pdfs/IWSLT2026-Call_for_Tasks.pdf). Best, Marcello, Alex, Jan, Sebastian, Elizabeth, Antonios, Atul IWSLT Organisers

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Call for Participation: ALTA 2025 Shared Task
by Diego Molla-Aliod 01 Aug '25

01 Aug '25

CALL FOR PARTICIPATION http://www.alta.asn.au/events/sharedtask2025 The Australasian Language Technology Association (ALTA) is organising a programming competition for university undergraduate and postgraduate students. Following on the series of shared tasks by ALTA since 2010, all participants compete to solve the same problem. The problem highlights an active area of research and programming in the area of language technology. This year's shared task is: Normalizing Adverse Drug Event mentions. The tentative key dates are: Right Now - Registration and release of training and development data 24 Sep 2025 - Release of test data 29 Sep 2025 - Deadline of submission of runs 03 Oct 2025 - Notification of results 27 Oct 2025 - Deadline of submission of system description 26-28 Nov 2024 - Presentation of results at ALTA 2025 Details of the task and registration are available at the competition website (https://www.alta.asn.au/events/sharedtask2025) Good luck! Diego -- Dr. Diego Mollá-Aliod Senior Lecturer School of Computing | Room 358 (Level 3), 4 Research Park Drive Macquarie University, NSW 2109, Australia T: +61 2 9850 9531 | F: +61 2 9850 9551 https://macquarie.zoom.us/my/diego.molla https://researchers.mq.edu.au/en/persons/diego-molla-aliod I acknowledge the traditional custodians of the land on which Macquarie University stands – the Wallumattagal clan of the Dharug nation – whose cultures and customs have nurtured and continue to nurture this land since time immemorial. I pay my respects to Elders past and present.

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LREC 2026 2nd Call for Tutorial Proposals
by info＠elda.org 31 Jul '25

31 Jul '25

[Apologies for multiple postings] The 15th edition of the Language Resources and Evaluation Conference (LREC 2026) invites proposals for tutorials to be held in conjunction with the conference. We seek proposals in all areas of natural language processing and computation, language resources (LRs) and evaluation, including spoken language, sign language, and multimodal interaction. The tutorials will be held at LREC 2026 in Palma de Mallorca (Spain), on 11, 12, or 16 May 2026. *IMPORTANT DATES* 17 October 2025: Proposal submission due 17 November 2025: Notification of acceptance 11-16 May 2026: LREC 2026 conference *Cutting-edge:* tutorials that cover advances in newly emerging areas. The tutorials are expected to give a brief introduction to the topic, but participants are assumed to have some prior knowledge of the topic. The focus of the class will be on discussing the most recent developments in the field, and it will spend a considerable amount of time pointing out open research questions and important novel research directions. *Introductory to computational linguistics (CL)/ natural language processing (NLP) topics*: tutorials that provide introductions to topics that are established in the LREC communities. The lecturers provide an overview of the development of the field from the beginning until now. Attendees are not expected to come with prior knowledge. They acquire sufficient understanding of the topic to understand the most recent research in the field. *Introductory to adjacent areas:* tutorials that provide introductions to topics that are established or emerging in areas adjacent to CL/NLP. The lecturers provide an overview of the development of the field from the beginning until now. Attendees are not expected to come with prior knowledge. They acquire a sufficient understanding of the topic to understand the most recent research in the field and its relevance for the CL/NLP domains. In all cases, the aim of a tutorial is primarily to help understand a scientific problem, its tractability, and its theoretical and practical implications. Presentations of particular technological solutions or systems are welcome, provided that they serve as illustrations of broader scientific considerations. None of the tutorial types are expected to be “self-invited” long talks – the content should be a good balance between research from multiple groups and perspectives, not only of the teachers of the tutorial. Proposals should be prepared according to the style files available at https://www.overleaf.com/read/mgtcgxgmrhvz#1b1392, available also from the LREC website (https://lrec2026.info/). Proposals should not exceed 4 pages of content (plus unlimited pages for references), and they should be submitted as PDF documents. Tutorial proposals do not have to be anonymized. They should contain: * A title that helps potential attendees to understand what the tutorial will be about. * An abstract that summarizes the topics, goals, target audience, and type (see above) of the tutorial (this abstract will also be on the LREC website). * A section called “Introduction” that explains the topic and summarizes the starting point and relevance for our community, and in general. * A section called “Target Audience” that explains for whom the tutorial will be developed and what the expected prior knowledge is. Clearly specify what attendees should know and be able to practically do to get the most out of your tutorial. Examples of what to specify include prior mathematical knowledge, knowledge of specific modeling approaches and methods, programming skills, or adjacent areas like computer vision. Also specify the number of expected participants. * A section called “Outline” in which the various topics are explained. This can be a list of bullet points or a set of paragraphs explaining the content. Explain what you intend and how long the tutorial will be. * A section called “Diversity Considerations”, discussing each of the three aspects of diversity mentioned above or others. * A section called “Reading List”: What are introductory papers or books that potential attendees can read to get a first impression of the tutorial content? What do you expect them to have read before attending? What does provide further information beyond the content of the tutorial? * A section called “Presenters” in which each tutorial presenter is briefly introduced in one paragraph, including their research interests, their areas of expertise for the tutorial topic, and their experience in teaching a diverse and international audience. * A section called “Other Information” which should include information on how many people are expected to participate and how you came to this estimate. You can also explain any other aspects that you find important, including special equipment that you would need. * A section called “Ethics Statement” which discusses ethical considerations related to the topics of the tutorial. Tutorials can be half-day (morning 9:00 to 13:00 or afternoon 14:00 to 18:00) or full-day (9:00 to 18:00) and must follow fixed hours for breaks (morning coffee break 10.30-11.00, lunch break: 13:00-14:00, afternoon coffee break: 16.00-16.30). Submission is electronic. Please submit the proposals using the START system at this URL: https://softconf.com/lrec2026/tutorials *EVALUATION CRITERIA* The tutorial proposals will be evaluated according to their originality and impact, the expected interest level of participants, as well as the quality of the organizing team and Program Committee and their contribution to the diversity of the conference. *DIVERSITY AND INCLUSION* We particularly encourage submissions from underrepresented groups in computational linguistics, researchers from any demographic or geographic minority, with disabilities, or others. In the evaluation of the proposal, we will take these aspects into account to create a varied and balanced set of tutorials. This includes several aspects of diversity, namely (1) how the topic of the tutorial contributes to improved diversity and increased fairness in the field, (2) if the topic is particularly relevant for a specific underrepresented group of potential participants, and (3) if the presenters are from an underrepresented group. *INSTRUCTOR RESPONSIBILITIES* Accepted tutorial presenters will be notified by the date mentioned above. They must then provide abstracts of their tutorials for inclusion in the conference registration material by the specific deadlines. The abstract needs to be provided in ASCII format. The summary will be submitted in PDF format and can be updated from the version submitted for review. The instructors will make their material available in an appropriate way, for instance, by setting up a website. They will be invited to submit their slides to the ACL Anthology. Finally, at least one tutorial presenter must attend the event in person to organise the tutorial. *CONTACT* Tutorial Chairs: lrec2026-tutorial-chairs(a)googlegroups.com General contact: mailto:info@lrec2026.info <mailto:info@lrec2026.info> More information on LREC 2026: https://lrec2026.info/ <https://lrec2026.info/ target=> ------ *LREC 2026 Second Calls for Papers & Proposals are available. * *Deadline: October 17, 2025 * * Main conference 2nd CfP: https://lrec2026.info/calls/se... <https://click.mailerlite.com/link/c/> * Workshops 2nd CfP: https://lrec2026.info/second-c... <https://click.mailerlite.com/link/c/> * Tutorials 2nd CfP: https://lrec2026.info/second-c... <https://click.mailerlite.com/link/c/> Authors' Kit: https://lrec2026.info/authors-kit/ General contact:mailto:info@lrec2026.info <mailto:info@lrec2026.info>

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[CfP] CHOMPS Shared Task: SHROOM-CAP , the Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications
by Aman Sinha 31 Jul '25

31 Jul '25

TL;DR [ https://helsinki-nlp.github.io/shroom/2025a | SHROOM-CAP ] is a Indic-centric shared task colocated with [ https://chomps2025.github.io/ | CHOMPS-2025 ] to advance the SOTA in hallucination detection for scientific content generated with LLMs. We’ve annotated hallucinated content in 4 different high resource languages and surprisal 3* low resource indic languages from top -tier LLMs. Participate in as many languages as you’d like by accurately detecting presence of hallucinated content. Stay informed by joining our [ https://groups.google.com/g/shroomcap | Google group ] ! Full Invitation We are excited to announce the SHROOM-CAP shared task on cross-lingual hallucination detection for scientific publication (link to [ https://helsinki-nlp.github.io/shroom/2025a | website ] ). We invite participants to detect whether or not there is hallucination in the outputs of instruction-tuned LLMs in a cross-lingual scientific context. About This shared task builds upon our previous iteration, [ https://helsinki-nlp.github.io/shroom/2024 | SHROOM ] , with three key highlights: LLM-centered, cross-lingual annotations & hallucination and fluency prediction. LLMs frequently produce "hallucinations," where models generate plausible but incorrect outputs, while the existing metrics prioritize fluency over correctness. This results in an issue of growing concern as these models are increasingly adopted by the public. With SHROOM-CAP , we want to advance the state-of-the-art in detecting hallucinated scientific content. This new iteration of the shared task is held in a cross-lingual and multimodel context: we provide data produced by a variety of open-weights LLMs in 4+3* different high and low resource languages (English, French, Spanish, Hindi, and to-be-later-revealed indic languages). Participants are invited to participate in any of the languages available and are expected to develop systems that can accurately identify hallucinations in generated scientific content. Additionally, participants will also be invited to submit system description papers, with the option to present them in oral/poster format during the CHOMPS workshop (collocated with [ https://2025.aaclnet.org/ | IJCNLP-AACL 2025, Mumbai, India ] ). Participants that elect to write a system description paper will be asked to review their peers’ submissions (max 2 papers per author) Key Dates: All deadlines are “anywhere on Earth” (23:59 UTC-12). * Dev set available by: 31.07.2025 * Test set available by: 05.10.2025 * Evaluation phase ends: 15.10.2025 * System description papers due: 25.10.2025 (TBC) * Notification of acceptance: 05.11.2025 (TBC) * Camera-ready due: 11.11.2025 (TBC) * Proceedings due: 01.12.2025 (TBC) * CHOMPS workshop: 23/24th December 2025 (co-located with IJCNLP-AACL 2025) Evaluation Metrics: Participants will be ranked along two criterions: 1. factuality mistakes measured via macro-F1 gold reference vs. predicted 2. fluency mistakes measured via macro-F1 gold reference vs. predicted based on our annotations. Rankings and submissions will be done separately per language: you are welcome to focus only on the languages you are interested in! How to Participate: * Register: Please register your team [ https://forms.gle/hWR9jwTBjZQmFKAE7 | https://forms.gle/hWR9jwTBjZQmFKAE7 ] and join our google group: [ https://groups.google.com/g/shroomcap | https://groups.google.com/g/shroomcap ] * Submit results: use our platform to submit your results before 15.10.2025 * Submit your system description: system description papers should be submitted by 25.10.2025 (TBC, further details will be announced at a later date). Want to be kept in the loop? Join our [ https://groups.google.com/g/shroomcap | Google group mailing list ] ! We look forward to your participation and to the exciting research that will emerge from this task. Best regards, SHROOM-CAP organizers

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LREC 2026: 2nd CfP for Workshops
by info＠elda.org 30 Jul '25

30 Jul '25

[Apologies for multiple postings] SECOND CALL FOR WORKSHOPS - LREC 2026 Organized by the ELRA Language Resources Association Palma, Mallorca, Spain 11-16 May 2026 The Organisers of LREC 2026 invite proposals for workshops to be held in conjunction with the main conference at Palau de Congressos de Palma, Palma de Mallorca (Spain). We solicit proposals in all areas of language resources, language technology, and evaluation of the underlying technologies, broadly conceived to also include related disciplines such as linguistics, language documentation, natural language processing, speech and multimodal processing, computational social science, and the digital humanities. The workshops will be held at LREC 2026 in Palma de Mallorca (Spain) on 11, 12 and 16 May 2026. IMPORTANT DATES (All deadlines are 11:59 PM UTC-12:00 (“anywhere on Earth”) * 17 October 2025: Proposal submission deadline * 17 November 2025: Notification of acceptance * 11-16 May 2026: LREC2026 conference SUBMISSION INFORMATION Submissions should follow this template: https://www.overleaf.com/project/68879da091da5870fcb655de <https://www.overleaf.com/project/68879da091da5870fcb655de> Proposals should be submitted as PDF documents using the START system (https://softconf.com/lrec2026/workshops/ <https://softconf.com/lrec2026/workshops/>). Note that submissions should essentially be ready to be turned into a Call for Workshop Papers within one week of notification of acceptance (see Important dates above). The proposals should be at most two pages for the main proposal + at most two additional pages for information about organisers, program committee, and references. Thus, the whole proposal should not be more than FOUR pages long, excluding references. The two pages for the main proposal must include: * A title and a brief description of the workshop topic and content. * Workshops can be half-day (morning 9:00 to 13:00 or afternoon 14:00 to 18:00) or full-day (9:00 to 18:00) and must follow fixed hours for breaks (morning coffee break 10.30-11.00, lunch break: 13:00-14:00, afternoon coffee break: 16.00-16.30). * A list of invited speakers, if applicable, with an indication of which ones have already agreed and which are tentative, and sources of funding for the speakers, if needed. * An estimate of the number of attendees. * A description of any shared tasks associated with the workshop, and estimate of the number of participants. Note that any shared task will also need to be reviewed by the workshop committee for ethical concerns. * A description of special requirements and technical needs, where relevant. * If the workshop has been held before, a note specifying where previous iterations of the workshops were held, how many submissions the workshop received, how many papers were accepted (also specify if they were not regular papers, e.g., shared task system description papers, non-archival papers), and how many attendees the workshop attracted. The two pages for information about the workshop, the organisers and the program committee must include: * A very brief advertisement or tagline for the workshop, up to 140 characters, that highlights any key information you wish prospective attendees to know, and which would be suitable to be put onto a web-based survey (see below). * The names, affiliations, and email addresses of the organisers, with one-paragraph statements of their research interests, areas of expertise, and experience in organising workshops and related events. * A list of Program Committee members, with an indication of which members have already agreed. Organisers should do their best to estimate the number of submissions (especially for recurring workshops) in order to (a) ensure a sufficient number of reviewers so that each paper receives 3 reviews, and (b) anticipate that no one is committed to reviewing more than 3 papers. This practice is likely to ensure on-time, and more thorough and thoughtful reviews. Submission is electronic. Please submit the proposals using the START system at this URL:https://softconf.com/lrec2026/workshops/ <https://softconf.com/lrec2026/workshops/> EVALUATION CRITERIA The workshop proposals will be evaluated according to their originality and impact, the expected interest level of participants, as well as the quality of the organising team and Program Committee, and their contribution to the diversity of the conference. DIVERSITY AND INCLUSION We particularly encourage submissions of underrepresented groups in language resources and language technology, including researchers from any demographic or geographic minority, with disabilities, or others. In the evaluation of the proposal, we will take these aspects into account to create a varied and balanced set of workshops. Workshop proposals are evaluated on a range of aspects, including diversity, such as (1) how the topic of the workshop contributes to improved diversity and increased fairness in the field, (2) if the topic is particularly relevant for a specific underrepresented group of potential participants, (3), if the presenters are from an underrepresented group. WORKSHOP ORGANISER RESPONSIBILITIES At least one of the accepted organisers must attend the workshop in person. The organisers of the accepted proposals are responsible for publicizing and running the workshop, including reviewing submissions, producing the workshop program and the camera-ready workshop proceedings according to LREC requirements, organising the meeting days, and playing their part to ensure that all participants are aware of LREC’s anti-harassment policy and code of conduct (see https://lrec2026.info/lrec-2026-code-of-conduct/ <https://lrec2026.info/lrec-2026-code-of-conduct/>). It is crucial that organisers commit to all deadlines. In particular, failure to produce the camera-ready proceedings in the correct format on time will lead to the exclusion of the workshop from the unified proceedings and author indexes. Workshop organisers cannot accept submissions for publication that will be (or have been) published elsewhere, although they are free to set their own policies on simultaneous submission and review, as well as to accept additional non-archival presentations CONTACT * Workshop Chairs: lrec2026-workshop-chairs(a)googlegroups.com <mailto:lrec2026-workshop-chairs@googlegroups.com> * General contact: mailto:info@lrec2026.info <mailto:info@lrec2026.info> * More information on LREC 2026: https://lrec2026.info/ <https://lrec2026.info/>

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LREC 2026 Second Call for Papers - Palma de Mallorca, May 11-16, 2026
by info＠elda.org 30 Jul '25

30 Jul '25

[Apologies for multiple postings] SECOND CALL FOR PAPERS LREC 2026 Organized by the ELRA Language Resources Association Palma, Mallorca, Spain 11-16 May 2026 The Fifteenth biennial Language Resources and Evaluation Conference (LREC) will be held at the Palau de Congressos de Palma in Palma, Mallorca, Spain, on 11-16 May 2026. LREC serves as the primary forum for presentations describing the development, dissemination, and use of language resources involving both traditional and recently developed approaches. The scientific program will include invited talks, oral presentations, and poster and demo presentations, as well as a keynote address by the winner of the Antonio Zampolli Prize. Submissions describing all aspects of language resource development and use are invited, including, but not limited to, the following: Language Resource Development * Methods and tools for mono- and multi-lingual language resource development and annotation * Knowledge discovery/representation (knowledge graphs, linked data, terminologies, lexicons, ontologies, etc.) * Resource development for less-resourced/endangered languages * Guidelines, standards, best practices, and models for interoperability Language Resource Use * Use of language resources in systems and applications for any area of language and speech processing * Use of language resources in assistive technologies, support for accessibility * Efficient/low-resource methods for language and speech processing Evaluation * Methodologies and protocols for evaluation and benchmarking of language technologies * Measures for validation of language resources and quality assurance * Usability of user interfaces and dialogue systems * Bias, safety, and user satisfaction metrics * Interpretability/explainability of language models and language and speech processing tools Language Resources and Large Language Models * Language resource development for LLMs (monolingual, multilingual, multimodal) * (Semi-)automatic generation of training data * Training, fine-tuning, adaptation, alignment, and representation learning * Guardrails, filters, and modules for generative AI models Policy and Organizational Considerations * International and national activities, projects, initiatives, and policies * Language coverage and diversity * Replicability and reproducibility * Organisational, economic, ethical, climate, and legal issues Paper Theme Tracks The above topics are organised in 27 main tracks: * T01Applications Involving LRs and Evaluation for any area/domain of language and speech processing * T02Bias, Offensive and Non-inclusive Language; Guardrails, filters * T03Corpora, Treebanks and Annotation; Tools, Systems and Platforms * T04Dialogue, Conversational Systems, Chatbots, Human-Robot Interaction * T05Digital Humanities, Cultural Heritage and Computational Social Science * T06Discourse and Pragmatics * T07Document Classification, Information Retrieval and Cross-lingual Retrieval * T08Ethics, Research Reproducibility and Replicability, and Environmental Issues * T09Evaluation, Validation, Quality Assurance and Benchmarking Methodologies * T10Inference, Reasoning, Question Answering * T11Information Extraction and Text Mining * T12Interpretability/explainability of language models and language and speech processing tools * T13Knowledge discovery/representation (knowledge graphs, linked data, terminologies, lexicons, ontologies, etc.) * T14Language Modeling and LRs (including training, fine-tuning, representation learning, and generation of synthetic data) * T15Less-Resourced/Endangered/Less-studied Languages * T16Lexicon and Semantics * T17Machine Learning Methods and Techniques for Language and Speech Processing, including efficient/low-resource methods * T18Multilinguality, Machine Translation (including Speech-to-Speech) and Translation Aids * T19Multimodality, Cross-modality (including Sign Languages, Vision and Other Modalities), Multimodal Applications, Grounded Language Acquisition * T20Natural Language Generation and Summarization * T21Simplification, Plain Language and Assistive Technologies * T22Opinion & Argument Mining, Sentiment Analysis, Emotion Recognition/Generation * T23Parsing, Tagging, Chunking, Grammar, Syntax, Morphosyntax, Morphology * T24Policy and Legal Issues (including Language Resource Infrastructures, Interoperabillity, Standards for LRs, Metadata) * T25Psycholinguistics, Cognitive Linguistics and Linguistic Theories * T26Social Media Processing * T27Speech Resources and Processing (including Phonetic Databases, Phonology, Prosody, Speech Recognition, Synthesis and Spoken Language Understanding) Separate calls have been issued for Workshops, Tutorials. We will also organise an Industry Track to report on state of the art within industry and commercial achievements, for which there will be a separate Call. Paper Submission and Templates Submission is electronic, using the Softconf START conference management system via the link: https://softconf.com/lrec2026/main/ Submissions should be 4 to 8 pages in length (excluding references and potential Ethics Statements). Submissions should follow the LREC stylesheet, available on the conference website in Authors' Kit page <https://lrec2026.info/authors-kit/> and the overleaf link is here: https://www.overleaf.com/project/6887c0280bfaab6e3e8bd0bc At the time of submission, authors are offered the opportunity to share related language resources with the community. All repository entries are linked to the LRE Map <https://lremap.elra.info/>, which provides metadata for the resource. Accepted papers will appear in the conference proceedings, which include both oral and poster papers in the same format. Determination of the presentation format (oral vs. poster) is based solely on an assessment of the optimal method of communication (more or less interactive), given the paper content. Author Responsibilities Papers must be of original, previously unpublished work. Papers must be anonymized to support double-blind reviewing. Submissions thus must not include authors’ names and affiliations. The submissions should also avoid links to non-anonymized repositories; the code should be either submitted as supplementary material in the final version of the paper, or as a link to an anonymized repository (e.g., Anonymous GitHub <https://anonymous.4open.science/> or Anonym Share <https://anonymfile.com/>). Papers that do not conform to these requirements will be rejected without review. Papers that have been or will be under consideration for other venues at the same time must be declared at submission time. If a paper is accepted for publication at LREC 2026, it must be immediately withdrawn from other venues. If a paper under review at LREC 2026 is accepted elsewhere and authors intend to proceed there, the LREC 2026 Programme Committee must be notified immediately. Ethics Statement We encourage all authors submitting to LREC 2026 to include an explicit ethics statement on the broader impact of their work, or other ethical considerations after the conclusion but before the references. The ethics statement will not count toward the page limit. Presentation Requirement All papers accepted for the main conference track must be presented at the conference to appear in the proceedings, and at least one author must register for LREC 2026. Papers will be presented either orally or as posters. The specific presentation type of a paper will be decided based on its content, with no difference in quality implied. Papers that include a demonstration component will be presented as posters. The conference will be hybrid, including both on-site and virtual presentations. For hybrid purposes, all authors of papers accepted to the main conference, whether oral or poster, will be required to upload a presentation video and a set of slides, plus the poster PDF, for the authors of an accepted paper as Poster on the Conference Catalysts platform. This material will also be inserted in the LREC 2026 online proceedings. Important dates (All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”) * Oral and poster (or poster+demo) paper submission: 17 October 2025 * Notification of acceptance: 13 February 2026 * Camera Ready due: 6 March 2026 * LREC 2026 conference: 11-16 May 2026 More informationon LREC 2026: https://lrec2026.info/ <https://lrec2026.info/> Contact: lrec2026-pcs(a)googlegroups.com <mailto:lrec2026-pcs@googlegroups.com>

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Postdoctoral Researcher in NLP for Inclusive Language Technologies at Universitat Pompeu Fabra (UPF), Barcelona, Spain!
by Horacio Saggion 30 Jul '25

30 Jul '25

The *TALN research group *at Universitat Pompeu Fabra's Department of Engineering is excited to announce an opening for a *Postdoctoral Researcher* in Barcelona, Spain! This is a fantastic opportunity to contribute to the *Horizon Europe project IDEAL* (Inclusive Democratic Engagement and Language Technologies in Europe), focusing on crucial areas: - Multilingual *Text Simplification*: Developing solutions for citizens with language comprehension challenges. - Multilingual & Multicultural *Machine Translation*: Leveraging state-of-the-art deep neural models, including LLMs, to enhance communication across diverse languages and cultures. You'll be a key technical lead, responsible for research and development, including: - Adapting and fine-tuning existing multilingual LLMs for specific tasks - Developing and calibrating text-to-speech systems. - Acquiring and preparing datasets and "benchmarks" for translation and simplification. - Developing and calibrating automatic evaluation systems. - Integrating developed libraries into applications. - Collaborating with an expert NLP team at UPF and project partners across Europe. - Participating in meetings, writing reports, and publishing scientific papers. Who We're Looking For: *Required Education:* PhD or equivalent in Computer Science or related field. *Experience:* At least 4 years of research experience (Recognised Researcher R2). *Key Skills:* Proven experience with Large Language Models (LLMs) for text classification, generation, translation, and simplification. *Languages: *Excellent English is a must. Desirable knowledge of French, German, Greek, Arabic, or Persian. *Additional Assets:* Experience in research projects, scientific writing/publishing, and software development. *Benefits:* *Gross Salary:* Up to €41,370.76 annually. *Comprehensive Benefits:* Social security, employment benefits, paternity/maternity leave, and access to the public health system. *Leave: *4 weeks of annual leave. *Eligibility:* Must have the right to work in the EU. Apply Now! https://lnkd.in/dbGexJz7 Open Date: July 29, 2025 Application Deadline: August 31, 2025, at 11:59 PM Eastern Time Questions? Send a message to: horacio.saggion(a)upf.edu If you're an experienced researcher passionate about inclusive language technologies and LLMs, we encourage you to apply and make a real impact! -- Horacio Saggion Full Professor / Chair in Computer Science and Artificial Intelligence Head of the Natural Language Processing Group - TALN Project Coordinator iDEM Project (HE) Co-PI of the AI-BOOST project (HE) Co-PI of the IDEAL project (HE) Universitat Pompeu Fabra https://twitter.com/h_saggion https://www.linkedin.com/in/horacio-saggion-1749b916 -- Horacio Saggion Full Professor / Chair in Computer Science and Artificial Intelligence Head of the Natural Language Processing Group - TALN Project Coordinator iDEM Project (HE) Co-PI of the AI-BOOST project (HE) Co-PI of the IDEAL project (HE) Universitat Pompeu Fabra https://twitter.com/h_saggion https://www.linkedin.com/in/horacio-saggion-1749b916

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15 September: Corpus Linguistics MOOC Returns – New Platform, Fresh Content,
by Brezina, Vaclav 30 Jul '25

30 Jul '25

Dear all, The ESRC Centre for Corpus Approaches to Social Science at Lancaster University (CASS) is delighted to announce that our popular Corpus Linguistics MOOC is returning this September! Whether you're new to corpus linguistics or have joined us in the past, there's something for everyone. This year’s course features new materials reflecting the latest developments in the field – including the impact of AI and new technologies. 📅 Course starts: 15 September 🎓 Register FREE via edX: edx.org – Corpus Linguistics and New Technologies<https://edx.org/learn/social-sciences/lancaster-university-corpus-linguisti…> You’re welcome to join us yourself or recommend it to your students! What’s new? * 📍 Now hosted on a new platform with updated, engaging content * 🤖 Focus on technological advances in corpus linguistics * 💡 Available as a free course, or as a microcredential (USD 600) with certification 🎁 Bonus: All MOOC participants will receive a £500 discount on our MA/PGCert in Corpus Linguistics (Distance) at Lancaster University. Learn more: Lancaster MA in Corpus Linguistics<https://www.lancaster.ac.uk/study/postgraduate/postgraduate-courses/corpus-…> We hope to see you (and your students) in the course! Best, Vaclav Professor Vaclav Brezina Professor in Corpus Linguistics Department of Linguistics and English Language ESRC Centre for Corpus Approaches to Social Science Faculty of Arts and Social Sciences, Lancaster University Lancaster, LA1 4YD Office: County South, room C05 T: +44 (0)1524 510828 [cid:ae9f4bc7-9432-4d40-8187-40cbdb08f37b]@vaclavbrezina [cid:4f14ad86-46b2-4996-aad1-966b4ea4c6c9]<http://www.lancaster.ac.uk/arts-and-social-sciences/about-us/people/vaclav-…>

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CODI-CRAC 2025: Deadline Extension
by Amir.Zeldes＠georgetown.edu 29 Jul '25

29 Jul '25

*apologies for cross-postings* � CODI CRAC – deadline extended to Aug. 6!!! � CODI CRAC 2025 Workshop: joint call for papers 6th Workshop on Computational Approaches to Discourse and 8th Workshop on Computational Models of Reference, Anaphora and Coreference � November 5-9 2025 - EMNLP 25 - Suzhou, China � We are pleased to announce that we are organizing in 2025 the first joint CODI-CRAC workshop that will be held during EMNLP! More information on: <https://sites.google.com/view/codi-crac2025/> https://sites.google.com/view/codi-crac2025/ � � Deadline for CODI CRAC papers: Aug. 6 2025 � We will host 2 shared tasks, the CRAC and the DISRPT shared tasks. More information on: - CRAC shared task: <https://ufal.mff.cuni.cz/corefud/crac25> https://ufal.mff.cuni.cz/corefud/crac25 � - DISRPT shared task: � <https://sites.google.com/view/disrpt2025/> https://sites.google.com/view/disrpt2025/ � � Aims and scope � The last few years have seen a dramatic improvement in the ability of NLP systems and Large Language Models to understand and produce words, sentences and in some cases longer texts. This development has created a renewed interest in discourse problems as researchers move towards the processing of long-form documents and conversations. There is a surge of activity in discourse pretraining tasks, coherence models, summarization for long texts and conversations, corpora for discourse level reading comprehension and formal parsing, as well as discourse related/aided representation learning, to name a few. � Discourse, roughly the interactions of context, form and meaning above the sentence level, is at the intersection of many areas in Computational Linguistics and NLP, since it is concerned with all levels of linguistic representation, allowing the modeling of textual coherence and inference leveraging long-distance links within documents.It thus brings together researchers working on different areas but facing similar issues with coherence and cohesion, document-level structure, long text and long context. � In 2025, we organize the first joint CODI-CRAC workshop. The CODI workshop has been a forum for a broad range of work at the discourse level. The CRAC workshop has been a primary venue for researchers interested in the computational modeling of reference, anaphora, and coreference. Together, these workshops have catalyzed work to advance research on discourse level problems and have served as a forum for the discussion of suitable datasets and reliable evaluation methods. � This joint edition corresponds to the 6th CODI workshop and the 8th CRAC workshop. It will welcome contributions from all the areas below, including state of the art textual NLU and NLG work using LLMs, as well as classic structured work on automatic discourse analysis -- corresponding to challenging tasks such as coreference resolution or discourse parsing -- to encourage interaction between communities. The workshop is set to host the fourth edition of the DISRPT shared task on Discourse Relation Parsing and Treebanking and the fourth edition of the CRAC shared task on Multilingual Coreference Resolution. � The workshop is planned as a 1 day event which brings together different subcommunities. It will feature invited talks and regular papers. We also accept papers accepted at other major conferences for non-archival presentation, including Findings papers. � Topics of interest � We welcome papers on symbolic and probabilistic approaches, corpus development and analysis, as well as machine and deep learning approaches to discourse. We appreciate theoretical contributions as well as practical applications, including demos of systems and tools. The goal of the workshop is to provide a forum for the community of NLP researchers working on all aspects of discourse. � Topics of interest include, but are not limited to: - discourse structure - discourse connectives - discourse relations - annotation tools and schemes for discourse phenomena - corpora annotated with discourse phenomena - discourse parsing - cross-lingual discourse processing - cross-domain discourse processing - anaphora and coreference resolution - event coreference - argument mining - coherence modeling - discourse and semantics - discourse in applications such as machine translation, summarization, etc. - evaluation methodology for discourse processing - discourse pretraining tasks - long-text modeling and generation � Submissions � We solicit three categories of papers: regular (long and short) workshop papers, demos and extended abstracts. Only regular workshop papers and demos will be included in the proceedings as archival publications. Double submission of papers is allowed, but this information will need to be disclosed at submission time. � Regular papers must describe original unpublished research. Long papers may consist of up to 8 pages of content, plus unlimited pages for references. Short papers can be up to 4 pages, plus unlimited pages for references. Demo submissions may describe systems, tools, visualizations, etc., and may consist of up to 4 pages, plus unlimited pages for references. � Each submission can contain unlimited pages for Appendices but the paper submissions need to remain fully self-contained, as these supplementary materials are completely optional, and reviewers are not even asked to review them. � Extended abstracts can describe work in progress. These may be two pages long (without references). Extended abstracts are non-archival. They will be included in the workshop program and handbook, but will not appear in the workshop proceedings. Paper accepted or rejected at one of the main conferences � We also invite presentations of paper accepted at another main conference, a specific deadline and submission process will be communicated later on. They will be included in the workshop program and handbook, but will not appear in the workshop proceedings. We also fast-track ARR papers with reviews, with timeline TBA. � Submission website � All submissions must be anonymous and follow the EMNLP 2025 formatting instructions described here: https://aclrollingreview.org/cfp � Submission websites: * CODI: <https://softconf.com/emnlp2025/codi2025/> https://softconf.com/emnlp2025/codi2025/ * DISRPT: <https://softconf.com/emnlp2025/disrpt2025/> https://softconf.com/emnlp2025/disrpt2025/ * CRAC: � <https://softconf.com/emnlp2025/crac2025/> https://softconf.com/emnlp2025/crac2025/ � Schedule � - July 30 2025 --> August 6 2025:CODI CRAC papers due - September 5 2025:Notification of acceptance - September 19 2025:Camera ready deadline - November 8-9 2025-:CODI-CRAC workshop � All deadlines are 11.59 pm UTC -12h ("anywhere on Earth"). � Invited Speakers � - Tanya Goyal, Cornell University. - Nancy F. Chen, Institute of Infocomm Research (I2R), A-STAR, Singapore � Organizers � - Chloé Braud, CNRS-IRIT - Christian Hardmeier, IT University of Copenhagen - Chuyuan (Lisa) Li, � University of British Columbia - Jessy Li, University of Texas, Austin - Sharid Loáiciga, University of Gothenburg - Vincent Ng, University of Texas at Dallas - Michal Novák, Charles University, Prague - Maciej Ogrodniczuk, Institute of Computer Science, Polish Academy of Sciences - Massimo Poesio, Queen Mary University of London and University of Utrecht - Sameer Pradhan, University of Pennsylvania and cemantix - Michael Strube, Heidelberg Institute for Theoretical Studies - Amir Zeldes, Georgetown University, Washington DC To contact the organizers, please send an email to: <mailto:codi-crac-workshop@googlegroups.com> codi-crac-workshop(a)googlegroups.com

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second call for papers KNLP@ACM-SAC
by Patrizio Bellan 28 Jul '25

28 Jul '25

*Knowledge and Natural Language Processing Track @ ACM-SAC* Aim of the Knowledge and Natural Language Processing (KNLP) track at ACM SAC is to investigate techniques and application of knowledge engineering and natural language processing, focusing in particular on approaches combining them. This is an extremely interdisciplinary emerging research area, at the core of Artificial Intelligence, combining and complementing the scientific results from Natural Language Processing and Knowledge Representation and Reasoning. Topics of interest Topics of interest include, but are not limited to: - Natural Language Processing - NLP tasks for Knowledge Extraction - NLP for Ontology Population and Learning - Sentiment Analysis and Opinion Mining for Knowledge Applications - Interplay between Language and Ontologies - NLP for Explainable Knowledge - Machine Translation techniques for Multilingual Knowledge - NLP for the Web - Bias detection and mitigation in small/large LM - (Small/Large) LM and Knowledge - Knowledge - Knowledge to improve NLP tasks - Knowledge for Information Retrieval - Knowledge-based Sentiment Analysis and Opinion Mining - Combining Knowledge and Deep Learning for NLP - Knowledge for Text Summarization and Generation - Knowledge for Persuasion - Knowledge-based Machine Translation - Knowledge for the Web - Linked Data for NLP - Knowledge-based NL Explainability - LM-enhanced ontology and knowledge engineering methodologies and tools - LM-based agent for knowledge extraction, reasoning, and management - Ontology evaluation via small/large LMs - (Ontological) knowledge memorization in LMs - Knowledge-based techniques for LMs (Retrieval Augmented Generation based approaches, fact-checking, and bias mitigation) - Question answering over knowledge graphs via small/large LMs - Real-world applications that exploit Knowledge and NLP - Real-world applications that exploit Knowledge and NLP - Knowledge and NLP Systems for Big Data scenarios - Knowledge and NLP technology for a diverse, equitable, and inclusive society - Deployment of Knowledge and NLP Systems in specific domains, such as: - Digital Humanities and Social Sciences - eGovernment and public administration - Life sciences, health, and medicine - News and Data Streaming Paper Submission Submissions must not have been published or be concurrently considered for publication elsewhere. Papers should be submitted in PDF using the ACM-SAC proceedings format <https://www.sigapp.org/sac/sac2026/authorkit.php>. Authors' names and affiliations should be entered separately at the submission site and not appear in the submitted papers. Each submission will be reviewed in *a DOUBLE-BLIND *process according to the ACM-SAC Regulations. Student Research Competition (SRC) submissions are welcome (see SAC 2026 SRC page for details <https://www.sigapp.org/sac/sac2026/src_program.php>). Initial Submission Policy - All submissions must initially be submitted as regular papers. There is no separate submission track for poster papers. - Paper selection is based on originality, technical contribution, presentation quality, and relevance to the Knowledge and Natural Language Processing Track. - Based on the outcome of the review process, some submissions—although technically sound—may not be accepted as regular papers due to overall acceptance rate constraints, and could be accepted as posters Minimum Length for Review Consideration - While there is no formal minimum page requirement, submissions of fewer than four (4) full pages that do not demonstrate substantial contributions may be subject to desk rejection without external review. Camera-ready Page Limits - Regular Papers (accepted for publication): - Up to eight (8) pages are included with standard registration. Poster Papers (recommended for acceptance): - Up to two (2) pages are included with standard registration. *Important Dates (check SAC website <https://www.sigapp.org/sac/sac2026/#important-dates> for up-to-date dates)* September 26, 2025: Regular Paper & SRC Abstract Submission For further information, please visit the Knowledge and Natural Language Processing Track <https://knlp.fbk.eu/> and ACM-SAC 2026 <https://www.sigapp.org/sac/sac2026/> conference websites or feel free to contact the Track Co-Chairs <knlp(a)fbk.eu>. -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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The 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026): Second Call for Contributions
by Announce 28 Jul '25

28 Jul '25

*** Second Call for Contributions *** The 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026) May 25-29, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://cyprusconferences.org/aamas2026/ We invite you to submit your best work in agents and multiagent systems to AAMAS 2026, the 25th International Conference on Autonomous Agents and Multiagent Systems, to be held in Paphos, Cyprus in May 2026. All submissions will be rigorously peer-reviewed and evaluated on the basis of the overall quality of their technical contribution, taking into account criteria such as originality, significance, soundness, reproducibility, clarity, relevance to the conference, quality of presentation, as well as understanding and appropriate referencing of the state of the art. The papers will be published under CC BY license. Important Dates (for the main technical track) • Abstract submission: October 1, 2025 • Paper submission: October 8, 2025 • Rebuttal period: November 21-25, 2025 • Author notification: December 22, 2025 • Camera-ready paper: February 11, 2026 • Conference: May 25-29, 2026 All deadlines are at the end of the specified day, anywhere on Earth (UTC-12). For submission instructions, please see here: https://cyprusconferences.org/aamas2026/submission-instructions/ Areas of Interest We welcome the submission of technical papers describing significant and original research on all aspects of the theory and practice of autonomous agents and multiagent systems. If you are new to this community, then we encourage you to consult the proceedings of previous editions of the conference to fully appreciate the scope of AAMAS. At the time of submission, you will be asked to associate your paper with one of the following areas of interest: • Learning and Adaptation (LEARN) • Generative and Agentic AI (GAAI) • Game Theory and Economic Paradigms (GTEP) • Coordination, Organizations, Institutions, Norms, and Ethics (COINE) • Search, Optimization, Planning, and Scheduling (SOPS) • Representation, and Reasoning (RR) • Engineering and Analysis of Multiagent Systems (EMAS) • Modeling and Simulation of Societies (SIM) • Human-Agent Interaction (HAI) • Robotics and Control (ROBOT) • Innovative Applications (IA) More information on these areas and the topics covered can be found here: https://cyprusconferences.org/aamas2026/call-for-papers-main-track/ Special Tracks In addition to the main track, AAMAS 2026 will feature five special tracks (AAAI Track, JAAMAS Track, Blue Sky Ideas Track, Demo Track, and Competitions Track), as well as the Doctoral Consortium. The AAAI Track welcomes AAAI-25 submissions rejected from the main AAAI track that are relevant to the AAMAS research community and received no reject review recommendations (all review scores are weak reject or above). The JAAMAS Track offers authors of papers recently published in the Journal of Autonomous Agents and Multiagent Systems (JAAMAS) that have not previously appeared as full papers in an archival conference the opportunity to present their work at AAMAS 2026. The focus of the Blue Sky Ideas Track is on visionary ideas, long-term challenges, new research opportunities, and controversial debate. The Demo Track allows participants from both academia and industry to showcase their latest developments in agent-based and robotic systems. The Competitions Track is an effective mechanism for motivating researchers to enhance discussions, share knowledge, and boost the development and evaluation of theory and practice of autonomous agents and multiagent systems. Finally, AAMAS invites PhD students working in the research areas covered by AAMAS to take part in the Doctoral Consortium (DC). The DC is an opportunity to interact closely with established researchers in your field as well as other PhD students to receive feedback on your work and to get advice on managing your career. The calls for each track above and for the Doctoral Consortium, along with the respective important dates, are available on the AAMAS 2026 web site. Workshops and Tutorials Furthermore, AAMAS 2026 invites proposals for workshops and tutorials. These will be held on May 25-26, 2026, immediately before the main program of the AAMAS conference. The objectives of the AAMAS 2026 workshop program are to stimulate and facilitate discussion, interaction, and comparison of approaches, methods, and ideas related to specific topics, both theoretical and applied, in the general area of Autonomous Agents and Multiagent Systems. The AAMAS 2026 workshops will provide an informal setting where participants will have the opportunity to discuss specific technical topics, fostering the active exchange of ideas and supporting community development. Tutorials will be half-day long and will be in person — online/remote versions will not be accepted. A few full-day tutorials may be considered, but the proponents need to motivate their request when submitting their proposal. The calls for workshop and tutorial proposals, along with the respective important dates, are available on the AAMAS 2026 web site. Organizing Committee AAMAS 2026 General Chairs • Viviana Mascardi, University of Genova, Italy • John Thangarajah, RMIT University, Australia AAMAS 2026 Program Chairs • Chris Amato, Northeastern University, United States of America • Louise Dennis, University of Manchester, United Kingdom AAMAS 2026 Local Chairs • George A. Papadopoulos, University of Cyprus, Cyprus (Chair) • Panayiotis Kolios, University of Cyprus, Cyprus (Vice Chair) If you have additional questions, please contact the Program Chairs using aamas2026pcs(a)gmail.com .

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Reminder: CfP for DGFS-AG Intensivierung/Intensification
by Brunner 28 Jul '25

28 Jul '25

We would like to remind you of our call for the DGFS workshop "Intensification". The deadline is this Friday,*1. August 2025*. <english version of the call below> Call for Abstracts für die AG "m e e e e e e g a g e i l e Muster von InTeNsIvIeRuNG!!11elf 😎🤩" im Rahmen der *DGFS 2026, 24.-27.02.2026 in Trier* https://www.uni-trier.de/universitaet/fachbereiche-faecher/fachbereich-ii/f… Deadline: *1. August 2025* Die AG widmet sich der formalen und funktionalen Vielfalt von Intensivierung, z.B. welche Strategien und Konstruktionen in sprachlichen Ausdrücken verwendet werden, in welchen Kontexten sie auftreten und welche semiotischen Elemente intensivierbar sind. Das Spektrum umfasst nicht nur lexikogrammatische, sondern auch darüberhinausgehende Phänomene auf allen kommunikativen Ebenen, z.B. typographische und lautliche Mittel oder Gestik und Mimik, als Formen der Intensivierung (Napoli/Ravetto 2017). Ein besonderes Augenmerk gilt der Musterhaftigkeit und Kreativität von Intensivierungsstrategien. Während sich bestimmte Verfahren als konventionalisierte Muster beschreiben lassen, sind andere höchst variabel, für Innovationen anfällig und kombinierbar (Cotgrove 2025). Dies wirft theoretische und empirische Fragen nach dem Verhältnis von Konvention und Variation auf: In welchem Maße folgen Intensivierungen wiederkehrenden Form-Funktions-Mustern (Politt/Willich 2024)? Welche Formen der Variation (sozial, stilistisch, medial) lassen sich beobachten, und wie sind diese zu beschreiben? Wir freuen uns auf einen Austausch zu einem Phänomen, das an der Schnittstelle von Lexik, Phonetik/Phonologie, Grammatik, Pragmatik und Semantik liegt. Willkommen sind aktuelle Arbeiten, die sich mit empirischen Untersuchungen zu spezifischen Intensivierungsstrategien befassen sowie mit der Rolle von Intensivierung in unterschiedlichen Diskursen, Genres, Modalitäten oder Varietäten. Ebenfalls von Interesse sind Arbeiten, die sich mit der Frage auseinandersetzen, wie sich von der empirischen Analyse ausgehend theoretische Modelle sprachlicher Intensivierung entwickeln lassen – und umgekehrt, wie theoretische Konzepte die empirische Analyse leiten können. Abstracts in englischer oder deutscher Sprache von höchstens einer Seite Länge (DIN A4, 12pt, 1,5-zeilig) können bis zum 01.08.2025 als nicht anonymisierte PDF-Datei an cotgrove(a)ids-mannheim.de gesendet werden. *Organisationsteam*: Annelen Brunner (IDS Mannheim), Louis Cotgrove (IDS Mannheim), Katja Politt (Universität Bielefeld, SFB 1646), Alexander Willich (HHU Düsseldorf) *Literaturverzeichnis* Cotgrove, L. (2025): 😡👉👎👈: Entstehende Arten von Intensivierung in der digitalen Kommunikation junger Menschen. In: Deutsche Sprache 1/2025, 2–18. Napoli, M./Ravetto, M. (2017): New insights on intensification and intensifiers. In: Napoli, M./Ravetto, M. (Hg.): Exploring Intensification. Amsterdam: Benjamins, 1–12. Politt, K./Willich, A. (2024): Jetzt hab ich voll die Panik: Prototype effects of NP-external intensifiers in German. Yearbook of the German Cognitive Linguistics Association, 12(1), 3-34. https://doi.org/10.1515/gcla-2024-0002 ---------------- Call for Abstracts for the workshop "s u u u u u p e r awesomepatterns of iNtEnSiFiCaTiOn!!11eleven 😎🤩" taking place at *DGFS 2026, 24.-27.02.2026 in Trier, Germany* https://www.uni-trier.de/universitaet/fachbereiche-faecher/fachbereich-ii/f… Deadline: *1. August 2025* The workshop focuses on the formal and functional diversity of intensification, e.g. which strategies and constructions are used in linguistic expressions, in which contexts do they occur, as well as which semiotic elements can be intensified. Intensification is far more diverse than just lexicogrammatical phenomena, with phenomena occurring on on all communicative levels, for example, typographical and phonetic strategies, gestures or facial expressions (Napoli/Ravetto 2017). Particularly of interest for the workshop is the apparent dialectic between recurring patterns and innovation within intensification strategies. While certain processes can be described as conventionalised patterns, others can be highly creative and combined with one another (Cotgrove 2025). This raises theoretical and empirical questions about the relationship between convention and variation: To what extent do intensifications follow recurring form-function patterns (Politt/Willich 2024)? What forms of variation (social, stylistic, medial) can be observed and how can these be described? We look forward to discussion on a phenomenon that lies at the crossroads of lexis, phonetics/phonology, grammar, pragmatics and semantics. We welcome recent work that deals with empirical studies on specific intensification strategies and the role of intensification in different discourses, genres, modalities or varieties. Papers that address how theoretical models of linguistic intensification can be developed on the basis of empirical analysis and conversely, how theoretical concepts can guide empirical analysis, are also welcomed. Abstracts should be in German or English and should not exceed a single A4 page (12pt, 1.5 line spacing). Please submit the abstract as a PDF (anonymisation not necessary) by *1st August 2025*to cotgrove(a)ids-mannheim.de. *Organisation*: Annelen Brunner (IDS Mannheim), Louis Cotgrove (IDS Mannheim), Katja Politt (Universität Bielefeld, SFB 1646), Alexander Willich (HHU Düsseldorf) *References:* Cotgrove, L. (2025): Novel methods of intensification in young people’s digitally-mediated communication. In: Cotgrove, L./Herzberg, L./Lüngen, H. (eds.): Exploring digitally-mediated communication with corpora: Methods, analyses, and corpus construction. Berlin: De Gruyter, 137-162. Napoli, M./Ravetto, M. (2017): New insights on intensification and intensifiers. In: Napoli, M./Ravetto, M. (eds.): Exploring Intensification. Amsterdam: Benjamins, 1–12. Politt, K./Willich, A. (2024): Jetzt hab ich voll die Panik: Prototype effects of NP-external intensifiers in German. Yearbook of the German Cognitive Linguistics Association, 12(1), 3-34. https://doi.org/10.1515/gcla-2024-0002 -- Dr. Annelen Brunner Abteilung Lexik Leibniz-Institut für Deutsche Sprache (IDS) R 5, 6-13 68161 Mannheim Tel.: +49 621-1581-433 E-Mail:brunner@ids-mannheim.de

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Tenure-track faculty position in Language Technology - Saarland University and DFKI
by Alexander Koller 27 Jul '25

27 Jul '25

Hi all, we are currently looking for an excellent young colleague to fill a faculty position in Language Technology. This is a joint appointment between the Department of Language Science and Technology at Saarland University and the German Research Center for Artificial Intelligence (DFKI). It is a tenure-track position (W2 -> W3 on the German payscale). You will join one of the most active research sites in NLP and Informatics in Europe and, over time, grow into leading the Language Technology group at DFKI. Through DFKI, you will have access to an extensive global network of industry and other partners. This dual role offers a unique platform for high-impact research and meaningful societal engagement at a scale rarely achievable elsewhere. Please find the full job ad under the link below. The application deadline is September 12. https://www.uni-saarland.de/fileadmin/upload/verwaltung/stellen/Wissenschaf… Best, Alexander Koller.

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Final call and deadline extension: CASE 2025 @ RANLP (8. Challenges and Applications of Automated Extraction of Socio-political Events from Texts)
by Ali Hurriyetoglu 26 Jul '25

26 Jul '25

Call for Papers: CASE 2025 @ RANLP (8. Challenges and Applications of Automated Extraction of Socio-political Events from Texts) Dear Colleagues, We are pleased to announce the 8th edition of the Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, held in conjunction with RANLP 2025 (https://ranlp.org/ranlp2025/)! CASE is a leading venue for research, resources, and practical advances in automated event extraction and analysis, focusing on social and political event data. It has been organized consistently in top venues like ACL, EMNLP, EACL, etc. We invite submissions of research papers, resource papers, and position papers addressing (but not limited to) the following topics: • Event extraction at the sentence, document, or cross-document level, including event coreference. • Creation and annotation of datasets for event extraction. • Modeling event-event relations such as subevents, causal, temporal, and spatial links. • Evaluation of event datasets: reliability, validity, and coverage. • Event schemas and ontologies: population, definition, and enrichment. • Tools, pipelines, and infrastructure for event annotation and analysis. • Linguistic aspects of event representation: lexical, syntactic, semantic, discursive, and pragmatic. • Applications of event data in conflict prediction, early warning, and policy support. • Detection of new event types, including protests, public health crises, and cyber activism. • Bias, fairness, and misinformation in event extraction systems and datasets. • Legal, ethical, and privacy considerations in dataset creation and dissemination. • Cross-lingual, multilingual, and multimodal event extraction. • Use of LLMs and generative AI for event extraction, analysis, and dataset generation. • Release of new benchmarks, datasets, or annotation resources. All accepted papers will be published in the ACL Anthology. Website: https://emw.ku.edu.tr/case-2025/ (being updated! please get in touch with ahurriyetoglu(a)ku.edu.tr for any questions) Link for submission: https://softconf.com/ranlp25/CASE2025/user/ Important dates: Submission Deadline: 4 August 2025 (AoE) Notification: August 17, 2025 Camera-ready deadline: August 30, 2025 Workshop date: September 11-13, 2025 Shared task Multimodal detection of hate speech, humor, and stance in LGBTQ+ socio-political discourse To know more and participate, please visit: https://github.com/therealthapa/case2025-multimodal/blob/main/README.md All shared task papers will also be published in the ACL anthology. Organizers: Surendrabikram Thapa, Siddhant Bikram Shah, Shuvam Shiwakoti, Kritesh Rauniyar, Surabhi Adhikari, Kristy Johnson, Ali Hürriyetoğlu, Hristo Tanev, Usman Naseem Organizing committee: Ali Hürriyetoglu Hristo Tanev Surendrabikram Thapa Vanni Zavarella Erdem Yörük

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German lyrics corpus of the beginning of 20th century
by Alexander Osherenko 26 Jul '25

26 Jul '25

Hi all, I am looking for an annotated corpus of German lyrics from the early 20th century (1900–1950), including works by poets such as Günter Eich or Peter Huchel. I am aware of the German Lyrics Corpus ( https://github.com/tnhaider/DLK ), but it does not cover these specific authors. If anyone knows of relevant resources, I would greatly appreciate any recommendations. Best, Alexander -- Alexander Osherenko, Dr. rer. nat. Senior Researcher Profile: Socioware Development <http://www.socioware.de/osherenko_page.html> Profile: LinkedIn <http://de.linkedin.com/pub/alexander-osherenko/1/30a/a74> Profile: ResearchGate <https://www.researchgate.net/profile/Alexander_Osherenko> Channel: Youtube <https://www.youtube.com/user/MrOsherenko>

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Final Call for papers: Ethical LLMs 2025
by Dola Mullage, Damith (Postgraduate Researcher) 26 Jul '25

26 Jul '25

Ethical LLMs 2025: The first Workshop on Ethical Concerns in Training, Evaluating and Deploying Large Language Models<https://sites.google.com/view/ethical-llms-2025> @ RANLP2025<https://ranlp.org/ranlp2025/> Final Call for papers: Scope Large Language Models (LLMs) represent a transformative leap in Artificial Intelligence (AI), delivering remarkable language-processing capabilities that are reshaping how we interact with technology in our daily lives. With their ability to perform tasks such as summarisation, translation, classification, and text generation, LLMs have demonstrated unparalleled versatility and power. Drawing from vast and diverse knowledge bases, these models hold the potential to revolutionise a wide range of fields, including education, media, law, psychology, and beyond. From assisting educators in creating personalised learning experiences to enabling legal professionals to draft documents or supporting mental health practitioners with preliminary assessments, the applications of LLMs are both expansive and profound. However, alongside their impressive strengths, LLMs also face significant limitations that raise critical ethical questions. Unlike humans, these models lack essential qualities such as emotional intelligence, contextual empathy, and nuanced ethical reasoning. While they can generate coherent and contextually relevant responses, they do not possess the ability to fully understand the emotional or moral implications of their outputs. This gap becomes particularly concerning when LLMs are deployed in sensitive domains where human values, cultural nuances, and ethical considerations are paramount. For example, biases embedded in training data can lead to unfair or discriminatory outcomes, while the absence of ethical reasoning may result in outputs that inadvertently harm individuals or communities. These limitations highlight the urgent need for robust research in Natural Language Processing (NLP) to address the ethical dimensions of LLMs. Advancements in NLP research are crucial for developing methods to detect and mitigate biases, enhance transparency in model decision-making, and incorporate ethical frameworks that align with human values. By prioritising ethics in NLP research, we can better understand the societal implications of LLMs and ensure their development and deployment are guided by principles of fairness, accountability, and respect for human dignity. This workshop will dive into these pressing issues, fostering a collaborative effort to shape the future of LLMs as tools that not only excel in technical performance but also uphold the highest ethical standards. Key Dates Submissions Open - 1st June 2025 Paper Submission Deadline - 28th July 2025 Acceptance Notification - 10th August 2025 Camera-Ready Deadline - 20th August 2025 Submission Guidelines We follow the RANLP 2025 standards for submission format and guidelines. EthicalLLMs 2025 invites the submission of long papers, up to eight pages in length, and short papers, up to six pages in length. These page limits only apply to the main body of the paper. At the end of the paper (after the conclusions but before the references) papers need to include a mandatory section discussing the limitations of the work and, optionally, a section discussing ethical considerations. Papers can include unlimited pages of references and an unlimited appendix. To prepare your submission, please make sure to use the RANLP 2025 style files available here: * Latex<https://ranlp.org/ranlp2025/wp-content/uploads/2025/05/ranlp2025-LaTeX.zip> * Word<https://ranlp.org/ranlp2025/wp-content/uploads/2025/05/ranlp2025-word.docx> Papers should be submitted through Softconf/START using the following link: https://softconf.com/ranlp25/EthicalLLMs2025/ Topics of interest The workshop invites submissions on a broad range of topics related to the ethical development and evaluation of LLMs, including but not limited to the following. 1. Bias Detection and Mitigation in LLMs Research focused on identifying, measuring, and reducing social, cultural, and algorithmic biases in large language models. 2. Ethical Frameworks for LLM Deployment Approaches to integrating ethical principles—such as fairness, accountability, and transparency—into the development and use of LLMs. 3. LLMs in Sensitive Domains: Risks and Safeguards Case studies or methodologies for deploying LLMs in high-stakes fields such as healthcare, law, and education, with an emphasis on ethical implications. 4. Explainability and Transparency in LLM Decision-Making Techniques and tools for improving the interpretability of LLM outputs and understanding model reasoning. 5. Cultural and Contextual Understanding in NLP Systems Strategies for enhancing LLMs’ sensitivity to cultural, linguistic, and social nuances in global and multilingual contexts. 6. Human-in-the-Loop Approaches for Ethical Oversight Collaborative models that involve human expertise in guiding, correcting, or auditing LLM behaviour to ensure responsible use. 7. Mental Health and Emotional AI: Limits of LLM Empathy Discussions on the role of LLMs in mental health support, highlighting the boundary between assistive technology and the need for human empathy. Organisers Damith Premasiri – Lancaster University, UK Tharindu Ranasinghe – Lancaster University, UK Hansi Hettiarachchi – Lancaster University, UK Contact If you have any questions regarding the workshop, please contact Damith: d.dolamullage(a)lancaster.ac.uk

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Deadline Extended - Call for Papers for The First Workshop on Natural Language Processing and Language Models for Digital Humanities (LM4DH 2025)
by Kontino, T. (Thalassia) 25 Jul '25

25 Jul '25

Dear colleagues, We are pleased to announce that the submission deadline for our upcoming workshop: The First Workshop on Natural Language Processing and Language Models for Digital Humanities (LM4DH 2025) (co-located with RANLP 2025) has been extended to 27 July 2025! This interdisciplinary workshop invites contributions at the intersection of computational methods and the humanities, including work on: * Text analysis and genre detection * Interpretability of LLM outputs * Historical and low-resource language processing * Dataset creation and curation * Emotion analysis, authorship attribution, and more We welcome standard (up to 8 pages) and short papers (4–6 pages). Submissions must follow the RANLP 2025 ACL-style template. * New Submission Deadline: 27 July 2025 * Notification of Acceptance: 2 August 2025 * Camera-Ready Deadline: 20 August 2025 * Workshop Date: 11-13 September 2025 (To be confirmed) Don’t miss the chance to be part of this exciting event that brings together researchers across linguistics, cultural heritage, NLP, history, and more. Submit your paper and join the conversation on the future of AI in the Digital Humanities! For more information, visit https://www.clarin.eu/content/call-papers-first-workshop-natural-language-p… Best regards, CLARIN ERIC

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ELRA Catalogue of Language Resources - Update
by info＠elda.org 24 Jul '25

24 Jul '25

/[Apologies for multiple postings]/ We are happy to announce that 2 new speech databases are available in our catalogue. *Chinese Kids Speech database (Lower Grade) <https://catalog.elra.info/en-us/repository/browse/ELRA-S0496/>*** ISLRN: 369-011-475-593-5 <http://www.islrn.org/resources/369-011-475-593-5> The Chinese Kids Speech database (Lower Grade) contains the total recordings of 184 Chinese Kids speakers (98 males and 86 females), from 6 to 10 years' old, recorded in quiet rooms using smartphones. 1,426 sentences were used. Recordings were made through smartphones and audio data stored in .wav files as sequences of 16KHz Mono, 16 bits, Linear PCM. *Chinese Kids Speech database (Upper Grade) <https://catalog.elra.info/en-us/repository/browse/ELRA-S0497/>*** ISLRN:993-024-988-227-0 <http://www.islrn.org/resources/993-024-988-227-0> The Chinese Kids Speech database (Upper Grade) contains the total recordings of 161 Chinese Kids speakers (71 males and 90 females), from 10 to 12 years’ old recorded in quiet rooms using smartphone.1,859 sentences were used. Recordings were made through smartphones and audio data stored in .wav files as sequences of 16KHz Mono, 16 bits, Linear PCM. For more information on the catalogue or if you would like to enquire about having your resources distributed by ELRA, please *contact us* <mailto:contact@elda.org>. _________________________________________ Visit the *ELRA Catalogue of Language Resources* <http://catalog.elra.info> *Archives * <https://www.elra.info/catalogues/language-resources-announcements/>of ELRA Language Resources Catalogue Updates /Please note that you receive this email because you are or have been a customer or a provider of ELRA Language Resources./ /ELRA Privacy Policy is available //here/ <https://www.elra.info/elra-privacy-policy/> /If you do not want to receive such e-mails in the future, //contact us/ <mailto:privacy@elda.org>

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CLARIN ERIC Newsflash July
by Gorgaini, E. (Elisa) 24 Jul '25

24 Jul '25

Dear colleagues, The July edition of the CLARIN Newsflash is out! This summer, CLARIN is turning up the heat at major conferences and summer schools — from the Corpus Linguistics 2025 conference in Birmingham, to DH2025 in Lisbon, and the ESU summer school in Besançon, with ACL and Interspeech just around the corner. We’re proud to showcase our most popular and newly developed tools and resources, strengthening visibility, fostering meaningful connections, and collaborating with local CLARIN communities and researchers worldwide. It’s all in this month’s newsflash — take a look! https://www.clarin.eu/content/clarin-newsflash-july-2025 Wishing you a relaxing summer break — we’ll be back in September with a CLARIN2025 special edition! CLARIN ERIC

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CASE 2025 @ RANLP (8. Challenges and Applications of Automated Extraction of Socio-political Events from Texts)
by Ali Hurriyetoglu 22 Jul '25

22 Jul '25

Call for Papers: CASE 2025 @ RANLP (8. Challenges and Applications of Automated Extraction of Socio-political Events from Texts) Dear Colleagues, We are pleased to announce the 8th edition of the Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, held in conjunction with RANLP 2025 (https://ranlp.org/ranlp2025/)! CASE is a leading venue for research, resources, and practical advances in automated event extraction and analysis, focusing on social and political event data. It has been organized consistently in top venues like ACL, EMNLP, EACL, etc. We invite submissions of research papers, resource papers, and position papers addressing (but not limited to) the following topics: • Event extraction at the sentence, document, or cross-document level, including event coreference. • Creation and annotation of datasets for event extraction. • Modeling event-event relations such as subevents, causal, temporal, and spatial links. • Evaluation of event datasets: reliability, validity, and coverage. • Event schemas and ontologies: population, definition, and enrichment. • Tools, pipelines, and infrastructure for event annotation and analysis. • Linguistic aspects of event representation: lexical, syntactic, semantic, discursive, and pragmatic. • Applications of event data in conflict prediction, early warning, and policy support. • Detection of new event types, including protests, public health crises, and cyber activism. • Bias, fairness, and misinformation in event extraction systems and datasets. • Legal, ethical, and privacy considerations in dataset creation and dissemination. • Cross-lingual, multilingual, and multimodal event extraction. • Use of LLMs and generative AI for event extraction, analysis, and dataset generation. • Release of new benchmarks, datasets, or annotation resources. All accepted papers will be published in the ACL Anthology. Website: https://emw.ku.edu.tr/case-2025/ (being updated! please get in touch with ahurriyetoglu(a)ku.edu.tr for any questions) Link for submission: https://softconf.com/ranlp25/CASE2025/user/ Important dates: Submission Deadline: 25 July 2025 Notification: August 17, 2025 Camera-ready deadline: August 30, 2025 Workshop date: September 11-13, 2025 Shared task Multimodal detection of hate speech, humor, and stance in LGBTQ+ socio-political discourse To know more and participate, please visit: https://github.com/therealthapa/case2025-multimodal/blob/main/README.md All shared task papers will also be published in the ACL anthology. Organizers: Surendrabikram Thapa, Siddhant Bikram Shah, Shuvam Shiwakoti, Kritesh Rauniyar, Surabhi Adhikari, Kristy Johnson, Ali Hürriyetoğlu, Hristo Tanev, Usman Naseem Organizing committee: Ali Hürriyetoglu Hristo Tanev Surendrabikram Thapa Vanni Zavarella Erdem Yörük

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Invitation to the chatbot Evaristo.ai
by Antonio Branco 22 Jul '25

22 Jul '25

Hi, good morning This is to share with you that our research group made publicly available the beta version of *the chatbot for the Portuguese language based on open LLMs, Evaristo.ai <https://evaristo.ai/> * One of such LLMs is Gervásio 8B <https://huggingface.co/PORTULAN/gervasio-8b-portuguese-ptpt-decoder>, we developed for Portuguese and we are releasing also now, and which is the LLM that you find active by default when arriving at this chatbot. Though you may not be proficient in Portuguese, on-the-fly translators will likely help you to get its content and its basic functioning. *We invite you, and your colleagues and students, to visit it and try out this first test version. We welcome any help you can give us in testing it, any feedback and any suggestions you can share with us.* It has a unique set of features, among others: it is an open AI chatbot for the Portuguese language; it is multi-model and multi-heteronym, as well as being agentic, multi-tool and multi-modal; it does not track its users or pass on their content to third parties, safeguarding user privacy and ownership of their content. You'll find the presentation of its motivation in this press release <https://evaristo.ai/assets/pressRelease_EvaristoAI.pdf>(in English), that can be complemented by the more complete description in the section about <https://evaristo.ai/about> (in Portuguese) The current open LLMs available are typically between 10 and 100 times smaller than the top-of-the-range closed LLMs used in commercial chatbots, so the costs associated with training and operating them are much lower. The performance of open LLMs, however, is much more satisfactory than this linear disproportion would suggest. They therefore have an excellent ratio of performance quality versus cost, and are a viable option for fully autonomous generative AI services focused on concrete use cases. In this context, we see this chatbot as a milestone in the democratization of generative technology for the Portuguese language, through open LLMs, by encouraging more and more organizations to move forward with their own AI services, rooted in their own computers, and focused on their concrete use cases. Have a nice day, António

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[CfP] Last call for participation for the 1st first Shared Task on Language Identification for Web Data at WMDQS/COLM 2025
by Pedro Ortiz Suarez 22 Jul '25

22 Jul '25

Dear colleagues, We are pleased to announce the last call for participation for 1st first Shared Task on Language Identification for Web Data at WMDQS/COLM 2025. Important information: 🗓️ Registration Deadline: July 23 (AoE) 📍 Montréal, Canada 🌐 https://wmdqs.org/shared-task/ Registration: To register, please submit a one-page document with a title, a list of authors, a list of provisional languages that you want to focus on, and a brief description of your approach. This document should be sent to wmdqs-pcs(a)googlegroups.com. You can change the list of languages or the system description during the shared task. This document's only purpose is to register your participation in the shared task. The shared task will run until the last week of September. Motivation: The lack of training data—especially high-quality data—is the root cause of poor language model performance for many languages. One obstacle to improving the quantity and quality of available text data is language identification (LangID or LID). LangID remains far from solved for many languages. Several of the commonly used LangID models were introduced in 2017 (e.g. fastText and CLD3). The aim of this shared task is to encourage innovation in open-source language identification and improve accuracy on a broad range of languages. All participants will be invited to contribute a larger paper, which will be submitted to a high-impact NLP venue. Description: The main shared task is to submit LangID models that work well on a wide variety of languages on web data. We encourage participants to employ a range of approaches, including the development of new architectures and the curation of novel high-quality annotated datasets. We recommend using the GlotLID corpus as a starting point for training data. Access to the data will be managed through the Hugging Face repository. Please note that this data should not be redistributed. We will use the same language label format as those used by GlotLID: an ISO 639-3 language code plus an ISO 15924 script code, separated by an underscore. Although all systems will be evaluated on the full range of languages in our test set, we encourage submissions that focus on a particular language or set of languages, especially if those language(s) present particular challenges for language identification. The shared task will take place in rounds. The first round will only include data from already existing datasets, subsequent rounds will include data annotated by the community as it is collected and processed. More languages will also be added in subsequent rounds. Organizers: For any questions, please drop a mail to wmdqs-pcs(a)googlegroups.com Program Chairs: Pedro Ortiz Suarez (Common Crawl Foundation) Sarah Luger (MLCommons) Laurie Burchell (Common Crawl Foundation) Kenton Murray (Johns Hopkins University) Catherine Arnett (EleutherAI) Organizing Committee: Thom Vaughan (Common Crawl Foundation) Sara Hincapié (Factored) Rafael Mosquera (MLCommons)

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Questionnaire on Stereotypes Towards LGBTQIA+ People
by Alessandra Teresa Cignarella 21 Jul '25

21 Jul '25

Dear colleagues, My name is Alessandra Teresa Cignarella, I'm a postdoctoral researcher in the Language and Translation Technology Team (LT3) at Ghent University in Belgium. My research project is called RAINBOW [??] and I'm currently studying stereotypes about LGBTQIA+ people, particularly on social media, in online discourse, and in AI systems. We have developed a brief questionnaire to gather diverse perspectives from those who experience or recognize these stereotypes. Your participation will support the creation of a multilingual dataset (Italian, Dutch, and Farsi) aimed at improving the inclusivity and reducing the harm caused by AI technologies toward queer communities. Whether you identify as LGBTQIA+, are an ally, or are interested in this research area, your input is highly valued. Please find the questionnaire here: * ITALIAN: https://lnkd.in/dfPuyT6j * DUTCH: https://lnkd.in/d-3Di7WY * FARSI: https://lnkd.in/dfvWzWCu Should you have any questions, please do not hesitate to contact me at: alessandrateresa.cignarella(a)ugent.be<mailto:alessandrateresa.cignarella@ugent.be> I would greatly appreciate it if you could share this survey with your contacts who speak any of these three languages. Thank you very much for your support! Best regards, Alessandra* Alessandra Teresa Cignarella (she/her) MSCA postdoctoral fellow LT3, Language and Translation Technology Team Department of Translation, Interpreting and Communication Ghent University [cid:8c809589-1d29-40cc-89a8-eea510c2a88f]

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UCCTS - Call for Participation
by Ekaterina Lapshinova-Koltunski 21 Jul '25

21 Jul '25

UCCTS 2025 - Call for Participation The eighth edition of the UCCTS conference (www.uni-hildesheim.de/uccts2025) will be held on the 8-10th of September 2025 in Hildesheim, Germany. UCCTS conference series are meant to bring together researchers who collect, annotate, analyze corpora and/or use them to inform contrastive linguistics and translation theory and/or develop corpus-informed tools (in foreign language teaching, language testing and quality assessment, translation pedagogy, computer-aided/machine translation or other related NLP domains). We invite original submissions that open to various topics within empirical contrastive linguistics and translation studies (see below). We welcome interdisciplinary contributions that combine corpus data with other types of empirical data (e.g. experiment) and allow for an interplay between different methods and data types. Moreover, we encourage contributions applying information and computational technologies including Large Language Models (LLMs). Keynote speakers * Elke Teich, Saarland University in Germany * Dylan Glynn, Université Paris 8, Vincennes - St Denis * Christian Hardmeier, IT University of CopenhagenProgramme details: https://www.uni-hildesheim.de/fb3/institute-1/institut-fuer-uebersetzungswi… Information on registration: https://www.uni-hildesheim.de/fb3/institute-1/institut-fuer-uebersetzungswi… The UCCTS conference in Hildesheim precedes the annual conference series on computational linguistics KONVENS which will take place on 10-12the September in Hldesheim too. Questions and inquiries under uccts2025(at)uni-hildesheim.de

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2nd Call -- NARNiHS 2026 -- 8th Annual Meeting of the North American Research Network in Historical Sociolinguistics
by Lauersdorf, Mark R. 20 Jul '25

20 Jul '25

*********************************** ***** 2nd Call for Abstracts ***** *********************************** *** NARNiHS 2026 *** North American Research Network in Historical Sociolinguistics *** Eighth Annual Meeting *** 100% IN PERSON *** Co-Located with the Linguistic Society of America (LSA) Annual Meeting *** New Orleans, Louisiana USA *** 8-11 January 2026 This event offers an opportunity for historical sociolinguistics scholars from all over the world to gather and share leading research. We encourage our fellow historical sociolinguists and scholars in related fields from our global scholarly community to **join us in New Orleans** for our Eighth Annual Meeting. Consult this Call for Abstracts on the web: https://narnihs.org/?page_id=3135 . --------------- Call for Abstracts ---------------. Abstract submission online: https://easyabs.linguistlist.org/conference/NARNiHS_26/ . Deadline: Friday, 15 August 2025, 11:59 PM US Eastern Time. Late abstracts will not be considered. The North American Research Network in Historical Sociolinguistics (NARNiHS) is accepting abstracts for its Eighth Annual Meeting in New Orleans, Thursday, January 8 -- Sunday, January 11, 2026. The 8th edition of this inclusive NARNiHS event seeks to provide a collaborative environment where presenters bring fully developed work for presentation and enrichment. We see the NARNiHS Annual Meeting as a place for showcasing excellent projects in historical sociolinguistics, seeking feedback from peers, and engaging in productive development of the field’s enduring questions. NARNiHS welcomes papers in all areas of historical sociolinguistics, which is understood as the application and/or development of sociolinguistic theories, methods, and models for the study of historical language variation and change over time, or more broadly, the study of the interaction of language and society in historical periods and from historical perspectives. Thus, a wide range of linguistic areas, subdisciplines, methodologies, and adjacent disciplines easily find their place within historical sociolinguistics, and we encourage submission of abstracts that reflect this broad scope. Abstracts will be accepted for both 20-minute papers and posters. Please note that, at the NARNiHS annual meeting, poster presentations are an integral part of the conference (not second-tier presentations). Abstracts will be assigned a paper or a poster presentation based on determinations in the review process about the most effective format for the submission. However, if you prefer that your submission be considered primarily for poster presentation, please specify this in your abstract. Successful abstracts will demonstrate *thorough grounding* in historical sociolinguistics, *scientific rigor* in the formulation of research questions, and promise for rich discussion of ideas. Successful abstracts will be explicit about which *theoretical frameworks*, *methodological protocols*, and *analytical strategies* are being applied or critiqued. *Data sources and examples* should be sufficiently presented, so as to allow reviewers a full understanding of the scope and claims of the research. Please note that the *connection of your research to the field of historical sociolinguistics* should be explicitly outlined in your abstract. Failure to adhere to these criteria will likely result in rejection. *** Abstract Format Guidelines***. - Abstracts must be submitted in PDF format. - Abstracts must fit on one 8.5x11 inch page, with margins no smaller than 1 inch and a font style and size no smaller than Times New Roman 12 point. You are encouraged to use the entire page, providing a full and robust description of the research. All additional supporting content (visualizations, trees, tables, figures, captions, examples, and references) must fit on a single (1) additional page. No exceptions to these requirements are allowed; abstracts longer than one page or with more than one additional page of supporting content will be rejected without review. - Specify if you prefer your submission be considered primarily for a poster presentation. - Anonymize your abstract. We realize that sometimes complete anonymity is not attainable, but there is a difference between the nature of the research creating an inability to anonymize and careless non-anonymizing (in citations, references, file names, etc.). Be sure to anonymize your PDF file (you may do so in Adobe Acrobat Reader by clicking on "File", then "Properties", removing your name if it appears in the "Author" line of the "Description" tab, and re-saving the file before submission). Do not use your name when saving your PDF (e.g. Smith_Abstract.pdf); file names will not be automatically anonymized by the EasyAbs system. Rather, use non-identifying information in your file name (e.g. HistSoc4Lyfe.pdf). Your name should only appear in the online form accompanying your abstract submission. Papers that are not sufficiently anonymized wherever possible will be rejected without review. *** General Requirements ***. - Abstracts must be submitted electronically using the following link: https://easyabs.linguistlist.org/conference/NARNiHS_26/ . - Authors may submit a maximum of two abstracts: One single-author abstract and one co-authored abstract. - Authors may not submit identical abstracts for presentation at the NARNiHS annual meeting and the LSA annual meeting or another LSA sister society meeting (ADS, ANS, NAHoLS, SCiL, SPCL, or SSILA). - After submission, no changes of author, title, or wording of the abstract may occur. If your abstract is accepted, adjustment of typographical errors is permitted before a final version of the abstract is printed in the conference booklet. - Papers and posters must be delivered as projected in the abstract or represent bona fide developments of the same research. - Authors are expected to attend the conference in-person and present their own papers and posters. This will not be a hybrid event. Contact us at NARNiHistSoc(a)gmail.com with any questions.

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2nd Call for papers: The first Workshop on Ethical Concerns in Training, Evaluating and Deploying Large Language Models @ RANLP2025
by Dola Mullage, Damith (Postgraduate Researcher) 19 Jul '25

19 Jul '25

Ethical LLMs 2025: The first Workshop on Ethical Concerns in Training, Evaluating and Deploying Large Language Models<https://sites.google.com/view/ethical-llms-2025> @ RANLP2025<https://ranlp.org/ranlp2025/> 2nd Call for papers: Scope Large Language Models (LLMs) represent a transformative leap in Artificial Intelligence (AI), delivering remarkable language-processing capabilities that are reshaping how we interact with technology in our daily lives. With their ability to perform tasks such as summarisation, translation, classification, and text generation, LLMs have demonstrated unparalleled versatility and power. Drawing from vast and diverse knowledge bases, these models hold the potential to revolutionise a wide range of fields, including education, media, law, psychology, and beyond. From assisting educators in creating personalised learning experiences to enabling legal professionals to draft documents or supporting mental health practitioners with preliminary assessments, the applications of LLMs are both expansive and profound. However, alongside their impressive strengths, LLMs also face significant limitations that raise critical ethical questions. Unlike humans, these models lack essential qualities such as emotional intelligence, contextual empathy, and nuanced ethical reasoning. While they can generate coherent and contextually relevant responses, they do not possess the ability to fully understand the emotional or moral implications of their outputs. This gap becomes particularly concerning when LLMs are deployed in sensitive domains where human values, cultural nuances, and ethical considerations are paramount. For example, biases embedded in training data can lead to unfair or discriminatory outcomes, while the absence of ethical reasoning may result in outputs that inadvertently harm individuals or communities. These limitations highlight the urgent need for robust research in Natural Language Processing (NLP) to address the ethical dimensions of LLMs. Advancements in NLP research are crucial for developing methods to detect and mitigate biases, enhance transparency in model decision-making, and incorporate ethical frameworks that align with human values. By prioritising ethics in NLP research, we can better understand the societal implications of LLMs and ensure their development and deployment are guided by principles of fairness, accountability, and respect for human dignity. This workshop will dive into these pressing issues, fostering a collaborative effort to shape the future of LLMs as tools that not only excel in technical performance but also uphold the highest ethical standards. Key Dates Submissions Open - 1st June 2025 Paper Submission Deadline - 28th July 2025 Acceptance Notification - 10th August 2025 Camera-Ready Deadline - 20th August 2025 Submission Guidelines We follow the RANLP 2025 standards for submission format and guidelines. EthicalLLMs 2025 invites the submission of long papers, up to eight pages in length, and short papers, up to six pages in length. These page limits only apply to the main body of the paper. At the end of the paper (after the conclusions but before the references) papers need to include a mandatory section discussing the limitations of the work and, optionally, a section discussing ethical considerations. Papers can include unlimited pages of references and an unlimited appendix. To prepare your submission, please make sure to use the RANLP 2025 style files available here: * Latex<https://ranlp.org/ranlp2025/wp-content/uploads/2025/05/ranlp2025-LaTeX.zip> * Word<https://ranlp.org/ranlp2025/wp-content/uploads/2025/05/ranlp2025-word.docx> Papers should be submitted through Softconf/START using the following link: https://softconf.com/ranlp25/EthicalLLMs2025/ Topics of interest The workshop invites submissions on a broad range of topics related to the ethical development and evaluation of LLMs, including but not limited to the following. 1. Bias Detection and Mitigation in LLMs Research focused on identifying, measuring, and reducing social, cultural, and algorithmic biases in large language models. 2. Ethical Frameworks for LLM Deployment Approaches to integrating ethical principles—such as fairness, accountability, and transparency—into the development and use of LLMs. 3. LLMs in Sensitive Domains: Risks and Safeguards Case studies or methodologies for deploying LLMs in high-stakes fields such as healthcare, law, and education, with an emphasis on ethical implications. 4. Explainability and Transparency in LLM Decision-Making Techniques and tools for improving the interpretability of LLM outputs and understanding model reasoning. 5. Cultural and Contextual Understanding in NLP Systems Strategies for enhancing LLMs’ sensitivity to cultural, linguistic, and social nuances in global and multilingual contexts. 6. Human-in-the-Loop Approaches for Ethical Oversight Collaborative models that involve human expertise in guiding, correcting, or auditing LLM behaviour to ensure responsible use. 7. Mental Health and Emotional AI: Limits of LLM Empathy Discussions on the role of LLMs in mental health support, highlighting the boundary between assistive technology and the need for human empathy. Organisers Damith Premasiri – Lancaster University, UK Tharindu Ranasinghe – Lancaster University, UK Hansi Hettiarachchi – Lancaster University, UK Contact If you have any questions regarding the workshop, please contact Damith: d.dolamullage(a)lancaster.ac.uk

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CFP: AI Werewolf Shared Task for the 3rd International Workshop of AI Werewolf and Dialog System (AIWolfDial2025) at the 18th International Natural Language Generation conference (INLG 2025)
by Yoshinobu Kano 19 Jul '25

19 Jul '25

Call for Participations and Papers Shared Task for the 3rd International Workshop of AI Werewolf and Dialog System (AIWolfDial2025) at the 18th International Natural Language Generation conference (INLG 2025) # Summary Recent achievements of generation models, e.g. ChatGPT, are gathering greater attention. However, there is still room to investigate LLMs sufficiently able to handle coherent responses, longer contexts, common grounds, and logics. Werewolf is a social, hidden identity game that requires debate between players and coalition building. The goal of our AIWerewolf contest is to build an AI agent that is able to play this game against other AI. We will hold 5-players and 13-players tracks. # Schedule Shared tasks August 9, 2025: Competition Registration Deadline August 9, 2025: Preliminary Round (Self-play) Result Submission Deadline Mid August 2025: Final Round (Online Matches) Workshop papers August 26, 2025: Paper Submission Deadline September 24, 2025: Notification of Acceptance October 3, 2025: Camera-ready Submission Deadline INLG 2025 Conference Period October 29 - November 2, 2025 (in Hanoi) October 30, 2025: AIWolfDial 2025 Workshop in Hanoi/online (Paper Presentations and Competition Results) Our shared task is held as a part of our AIWolfDial 2025 workshop at INLG 2025 (18th International Natural Language Generation Conference). Our workshop will be held in Hanoi, Vietnam and online on October 30th. It is not mandatry for our shared task participants to attend the INLG 2025 conference, but encouraged to submit thier papers to the workshop and present in the workshop day. Please refer to our websites for the details including technical requirments: https://aiwolfdial.github.io/aiwolf-nlp/en/ We have a seperate call for papers of our workshop. # Why AI Werewolf? Recent achievements of generation models, e.g. ChatGPT, are gathering greater attentions. However, such a huge language model would not be sufficiently able to handle coherent responses, longer contexts, common grounds, and logics. The AIWolfDial 2025 contest, which is an international open contest for automatic players of the conversation game "Mafia", requires players not just to communicate but to infer, persuade, deceive other players via coherent logical conversations, while having the role-playing non-task-oriented chats as well. We believe that this contest reveals current issues in the recent huge language models, showing directions of next breakthrough in the NLP area. From the viewpoint of Game AI area, players must hide information, in contrast to perfect information games such as chess or Reversi. Each player acquires secret information from other players' conversations and behavior and acts by hiding information to accomplish their objectives. Players are required persuasion for earning confidence, and speculation for detecting fabrications. Participants must build an artificial intelligence agent that can play the werewolf game as humans do, using natural language. Participant agents will be evaluated by a panel of judges, who will grade the subjective quality of the dialog generated by the agent, in addition to their win rates. Agents must communicate in English. # Registration A team should send required information via https://forms.gle/WuZdfjFAvLV98NU49 Registration is free. # System Evaluation Participants should submit a paper to the workshop, or a system design description document to the organizers. In addition to the win rates, reviewers will perform subjective evaluations on the game logs of a self-match games and multi-agent games, using following criteria: A Natural utterance expressions B Contextually natural conversation C Coherent (not contradictory) conversation D Coherent game actions (vote, attack, divine) with conversation contents E Diverse utterance expressions, including coherent characterization Please note that vague utterances that could be used regardless of context are not always natural in the werewolf game. F Team play # Call for Papers We call for short papers and long papers as same as the INLG main conference, both for shared task papers and papers in general. Please use the ACL format as specified in the INLG conference webpage. Submission site will open soon. Submitted papers will be peer-reviewed and published as part of our workshop proceedings in the ACL anthology. # Organizers Organizers and Program Commitee: Yoshinobu Kano, Shizuoka University, Japan Claus Aranha, Tsukuba University Takashi Otsuki, Yamagata University, Japan Fujio Toriumi, The University of Tokyo, Japan Hirotaka Osawa, Keio University, Japan Daisuke Katagami, Tokyo Polytechnic University, Japan Michimasa Inaba, The University of Electro-Communications, Japan Kei Harada, The University of Electro-Communications, Japan Takeshi Ito, The University of Electro-Communications, Japan Local Organizers: Yoshinobu Kano, Shizuoka University, Japan Neo Watanabe, Shizuoka University, Japan Yuto Sahashi, Shizuoka University, Japan Yuya Harada, Shizuoka University, Japan Links (same as above): Registration https://forms.gle/WuZdfjFAvLV98NU49 Contest and workshop website https://aiwolfdial.github.io/aiwolf-nlp/en/ INLG 2025 https://2025.inlgmeeting.org/ Contact; aiwolf(a)kanolab.net On behalf of the AIWolf organizers -- Yoshinobu Kano, Ph.D. Professor, Research Fellow Faculty of Informatics, Shizuoka University personal webpage: http://kanolab.net/kano/ e-mail: kano(a)kanolab.net kano(a)inf.shizuoka.ac.jp

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Job: NYU postdoc position: LLMs and cognitive science
by Tal Linzen 18 Jul '25

18 Jul '25

Dear colleagues, I'm recruiting at least one post-doc for a project at New York University aimed at creating language models that process language more like humans than mainstream LLMs do <https://tallinzen.net/media/papers/huang_et_al_2024_jml.pdf>. We are planning to explore architectural modifications, training data interventions, and steering through interpretability. One motivation for this project is the empirical finding <https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00548/115371/Why-Doe…> that the better LLMs become in terms of perplexity and task performance, the worse they are as cognitive models of how people read and learn language; we think that to reverse this trend we need to find ways to constrain them (in terms of e.g. working memory, parse parallelism, and factual and linguistic knowledge), and improve them in other ways to make up for these constraints, e.g. through increasing data efficiency <https://tallinzen.net/media/papers/wilcox_et_al_2025_jml.pdf>. We're planning to benchmark the models against behavioral and neural data from humans: eyetracking, fMRI and intracranial recordings. Some of the data already exists, and some will be collected by collaborators at other universities specifically for this project. But we also expect to do a lot of fundamental modeling and interpretability work. You do not need to have existing experience in cognitive science, but you should have a strong track record in computational research; and you should be interested in using AI for science, in learning about cognitive science and collaborating with linguistics and cognitive scientists, and in doing open-ended fundamental research on LLMs. There are no teaching requirements. The position will be renewed every year, but we expect the funding for this project to last four years. You will be affiliated with NYU's Center for Data Science, and, if relevant, also with the department of linguistics. NYU has large NLP and computational cognitive science communities, with lots of opportunities for collaborations. The start date is flexible, though of course you should have a PhD by the time you start. Your application is most likely to be considered if you apply before *August 10th.* Please fill out this lightweight form <https://docs.google.com/forms/d/e/1FAIpQLSc5IwTU43CWVjQYsWbvPkDFH7dFKglqRfP…> to express interest, and you can also email me directly if they have any questions. I'll be at ACL 2025 and am happy to chat about the position. If you're interested in working together but don't exactly fit the description, don't hesitate to reach out! -- Tal Linzen <https://tallinzen.net/> Associate Professor of Linguistics and Data Science New York University

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Reminder: Emanuele Pianta Award for the Best Master’s Thesis @ CLiC-it 2025 - Cagliari
by Manuela Sanguinetti 18 Jul '25

18 Jul '25

Dear Corpora members, this is a reminder of the call for the *"Emanuele Pianta" Award 2025*, which recognizes outstanding Master's theses in Computational Linguistics submitted at Italian universities. To recognise excellence in student research as well as promote awareness of our field and with the endorsement of the Italian Association of Computational Linguistics (AILC), we are conferring the Emanuele Pianta Award for the best Master’s Thesis (Laurea Magistrale) in Computational Linguistics submitted at an Italian University. The prize consists of €500.00 plus free membership to AILC for one year and free registration to the upcoming CLiC-it 2025, where the author will have the chance to present the thesis. Master’s theses submitted to and defended at any University in Italy within the yearly time frame specified in the call (see below) are eligible for the prize. The thesis should address a topic in computational linguistics or its applications, and may be written in Italian or English. The sub-areas involved are those listed in the yearly call for papers of the Italian Conference on Computational Linguistics (CLiC-it). The candidates’ works will be evaluated by a jury composed of three members: one of the co-chairs of the previous CLiC-it conference, one co-chair of the current CLiC-it conference (who agrees to serve for two years, so as to ensure continuity), and a member of the board of AILC. The jury will decide in consensus to which candidate the prize will be awarded. The jury can also decide not to award a prize or to award the prize to a maximum of two candidates. In the latter case, the money prize will be shared. Procedure Master theses *defended between August 1st 2024 and July 31st 2025* are eligible for the 2025 prize. The supervisor of the thesis submits the thesis by *August 1st, 2025* (11:59 pm CEST) with a motivation letter (1 page) that explains why the thesis deserves the prize. Both the thesis and the motivation letter should be submitted through the START platform using the following link: https://softconf.com/p/clic-it2025. The prize will be awarded by a member of the jury during CLiC-it 2025. The thesis must be available on-line, and will be presented during CLiC-it 2025 by the author. The full text of the call can also be found here: https://clic2025.unica.it/emanuele-pianta-award-for-the-best-masters-thesis/

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NLP for Counterspeech Against Hate and Misinformation - Call for participation
by Abercrombie, Gavin 18 Jul '25

18 Jul '25

Dear colleagues, We are pleased to invite you to the tutorial, “NLP for Counterspeech Against Hate and Misinformation” which will take place on Sunday, July 27, from 14:00 to 17:30 at ACL 2025 in Vienna. Overview: This tutorial explores the use of counterspeech by individuals, activists, and organizations to combat abuse and misinformation, and how Natural Language Processing (NLP) and Natural Language Generation (NLG) can be used to automate it. It examines key challenges such as evaluating the effectiveness of counterspeech, integrating civil society expertise in dataset creation, and addressing fairness and bias in language models. The tutorial brings together insights from computer science, social sciences, and public policy through case studies, and highlights the emerging research challenge of addressing hate and misinformation together using NLP techniques. For the full program and detailed agenda, please visit the tutorial website. https://sites.google.com/view/nlp4csham/ Invited speakers Cathy Buerger (Director of Research at the Dangerous Speech Project) Simone Fontana (Editorial Manager at Facta News) Tutorial Organizers Daniel Russo Helena Bonaldi Marco Guerini Gavin Abercrombie, Yi-Ling Chung We look forward to your participation and hope to see you there! ________________________________ Founded in 1821, Heriot-Watt is a leader in ideas and solutions. With campuses and students across the entire globe we span the world, delivering innovation and educational excellence in business, engineering, design and the physical, social and life sciences. This email is generated from the Heriot-Watt University Group, which includes: 1. Heriot-Watt University, a Scottish charity registered under number SC000278 2. Heriot- Watt Services Limited (Oriam), Scotland's national performance centre for sport. Heriot-Watt Services Limited is a private limited company registered is Scotland with registered number SC271030 and registered office at Research & Enterprise Services Heriot-Watt University, Riccarton, Edinburgh, EH14 4AS. The contents (including any attachments) are confidential. If you are not the intended recipient of this e-mail, any disclosure, copying, distribution or use of its contents is strictly prohibited, and you should please notify the sender immediately and then delete it (including any attachments) from your system.

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ACL 2025 Conference - Birds of a Feather (BoF) and Affinity Group
by ACL Announcements 18 Jul '25

18 Jul '25

Dear ACL 2025 Attendees: ACL will feature a lineup of 18 Birds of a Feather (BoF) and Affinity Group events to bring together participants around shared research topics, professional experiences, and community affiliations. The hosts of these events are looking forward to welcoming you to the conference! The full schedule with session descriptions has been released on the conference website [1]. Session titles and times are listed below: Mon, Jul 28 SomosNLP: The Iberoamerican NLP Community 11:00 - 12:30, ballroom 1.31-1.32 Hosts: María Grandury, Selene Báez, Diana Galván, Helena Gómez, Danae Sánchez Queer in AI Meet-Up 12:30 - 14:00, ballroom 1.33 Hosts: Sabine Weber Mentorship on NLP Research 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Oana Ignat, Weijia Shi, Ziqiao Ma Tue, Jul 29 Navigating Challenges in Building Industrial LLM Applications 10:30 - 12:00, ballroom 1.14 Hosts: Gauri Kholkar, Aakash Bist, Ratinder Ahuja Humanists in NLP 10:30 - 12:00, ballroom 1.31-1.32 Hosts: Patrick Sui Teaching NLP 12:00 - 13:30, ballroom 1.33 Hosts: Margot Mieskes, Laura Biester, György Kovacs NLP x Graphs: Where Structure Meets Language 14:00 - 15:30, ballroom 1.14 Hosts: Yuqicheng Zhu, Moritz Plenz Southeast Asian NLP Community, Projects, and Beyond 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Fajri Koto, Jan Christian Blaise Cruz, Holy Lovenia, Samuel Cahyawijaya, Alham Fikri Aji, Peerat Limkonchotiwat, M. Reza Qorib EquiCL Welcome Session 14:00 - 15:30, ballroom 1.33 Hosts: Zeerak Talat, Christine de Kock, Fatima Elsafoury, Jackie Lo Learning and Reasoning for Structured Data 16:00 - 17:30, ballroom 1.14 Hosts: Vivek Gupta, Dan Roth Multilingualism: from data crawling to evaluation 16:00 - 17:30, ballroom 1.31-1.32 Hosts: Pinzhen Chen, Andrey Kutuzov, Letiția Pârcălăbescu Participatory Design for NLP 16:00 - 17:30, ballroom 1.33 Hosts: Gavin Abercrombie, Tommaso Caselli Bridging Human Study and LLM Agents for Social Simulation 16:00 - 17:30, online only (Underline) Hosts: Xuan Wang Wed, Jul 30 Activations & Embeddings: Cognitive-Neuroscience Methods for LLMs 9:00 - 10:30, ballroom 1.14 Hosts: Giovanni Franco Gabriel Marraffini Mothering the Future -- In Life and in AI: Challenges, Support, and the Path Forward for Mothers in Computing 11:00 - 12:30, ballroom 1.31-1.32 Hosts: Narjis Asad Language Technology for Crisis Preparedness and Response (LT4CPR) 11:00 - 12:30, ballroom 1.33 Hosts: Belu Ticona, Antonios Anastasopoulos, Will Lewis, Fei Xia. Ethical Considerations for NLP and CL 12:30 - 14:00, ballroom 1.14 Hosts: Margot Mieskes, Karën Fort, Fanny Ducel, Clémentine Bleuze, Aurélie Névéol Muslims in Machine Learning (MusIML) 12:45 - 14:15, ballroom 1.31-1.32 Hosts: Ehsaneddin Asgari, Suleiman Ali Khan, Ahmed Youssef Dear ACL 2025 Attendees: ACL will feature a lineup of 18 Birds of a Feather (BoF) and Affinity Group events to bring together participants around shared research topics, professional experiences, and community affiliations. The hosts of these events are looking forward to welcoming you to the conference! The full schedule with session descriptions has been released on the conference website [1]. Session titles and times are listed below: Mon, Jul 28 SomosNLP: The Iberoamerican NLP Community 11:00 - 12:30, ballroom 1.31-1.32 Hosts: María Grandury, Selene Báez, Diana Galván, Helena Gómez, Danae Sánchez Queer in AI Meet-Up 12:30 - 14:00, ballroom 1.33 Hosts: Sabine Weber Mentorship on NLP Research 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Oana Ignat, Weijia Shi, Ziqiao Ma Tue, Jul 29 Navigating Challenges in Building Industrial LLM Applications 10:30 - 12:00, ballroom 1.14 Hosts: Gauri Kholkar, Aakash Bist, Ratinder Ahuja Humanists in NLP 10:30 - 12:00, ballroom 1.31-1.32 Hosts: Patrick Sui Teaching NLP 12:00 - 13:30, ballroom 1.33 Hosts: Margot Mieskes, Laura Biester, György Kovacs NLP x Graphs: Where Structure Meets Language 14:00 - 15:30, ballroom 1.14 Hosts: Yuqicheng Zhu, Moritz Plenz Southeast Asian NLP Community, Projects, and Beyond 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Fajri Koto, Jan Christian Blaise Cruz, Holy Lovenia, Samuel Cahyawijaya, Alham Fikri Aji, Peerat Limkonchotiwat, M. Reza Qorib EquiCL Welcome Session 14:00 - 15:30, ballroom 1.33 Hosts: Zeerak Talat, Christine de Kock, Fatima Elsafoury, Jackie Lo Learning and Reasoning for Structured Data 16:00 - 17:30, ballroom 1.14 Hosts: Vivek Gupta, Dan Roth Multilingualism: from data crawling to evaluation 16:00 - 17:30, ballroom 1.31-1.32 Hosts: Pinzhen Chen, Andrey Kutuzov, Letiția Pârcălăbescu Participatory Design for NLP 16:00 - 17:30, ballroom 1.33 Hosts: Gavin Abercrombie, Tommaso Caselli Bridging Human Study and LLM Agents for Social Simulation 16:00 - 17:30, online only (Underline) Hosts: Xuan Wang Wed, Jul 30 Activations & Embeddings: Cognitive-Neuroscience Methods for LLMs 9:00 - 10:30, ballroom 1.14 Hosts: Giovanni Franco Gabriel Marraffini Mothering the Future -- In Life and in AI: Challenges, Support, and the Path Forward for Mothers in Computing 11:00 - 12:30, ballroom 1.31-1.32 Hosts: Narjis Asad Language Technology for Crisis Preparedness and Response (LT4CPR) 11:00 - 12:30, ballroom 1.33 Hosts: Belu Ticona, Antonios Anastasopoulos, Will Lewis, Fei Xia. Ethical Considerations for NLP and CL 12:30 - 14:00, ballroom 1.14 Hosts: Margot Mieskes, Karën Fort, Fanny Ducel, Clémentine Bleuze, Aurélie Névéol Muslims in Machine Learning (MusIML) 12:45 - 14:15, ballroom 1.31-1.32 Hosts: Ehsaneddin Asgari, Suleiman Ali Khan, Ahmed Youssef Links: ------ [1] https://2025.aclweb.org/program/bof/

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CFP Deadline August 1: AIAS '25 - Symposium for AI Accelerated Science
by Sol Rosenberg 17 Jul '25

17 Jul '25

**** CFP for AIAS '25 **** * *AI for Accelerated Research Symposium* *October 27–28, 2025 — San Francisco, CA* With the deadline for submissions coming up August 1, we wanted to invite submissions of original research, position papers, and visionary ideas that explore how AI is reshaping the research lifecycle and accelerating scientific discovery. Areas of interest include, but are not limited to: machine reading and knowledge extraction, intelligent data collection, automated hypothesis generation, and AI- driven exploration across scientific domains. This premier annual event brings together leading thinkers from academia, industry, and government to examine the transformative impact of AI on science and to foster cross-disciplinary collaboration at the frontier of innovation. We welcome contributions addressing both foundational advances and real-world applications in the following areas: - *Scientific Knowledge Extraction form Literature and Representation: *Extraction of Ontologies, automated reasoning systems, and AI-enhanced platforms for organizing, linking, and accelerating research findings across domains. - *Data collection and synthesis using AI:* Applications of generative architectures for molecule generation, experiment simulation, or synthetic data generation. - *Physics-Informed AI and Scientific Machine Learning: *AI models that embed physical laws or constraints to enhance interpretability, generalization, and scientific fidelity. - *Neuro-Symbolic AI: *Hybrid models combining neural networks with symbolic reasoning to advance scientific in- ference, automation, and logic-based discovery. - *Large Language Models (LLMs) and Conversational AI for Science: *Use of LLMs and agent-based systems to support literature mining, hypothesis generation, scientific coding, and collaborative research workflows. - *AI for Multidisciplinary Research:* Bridging disciplinary boundaries with LLMs. Enabling clearer communication and collabo- ration across research fields. Applied AI techniques reshaping discovery pipelines in founda- tional sciences and engineering systems. *Keynote Speakers:* • Jennifer Doudna (Berkeley) • Anima Anandkumar (Caltech) • David Baker (University of Washington) Interactive Sessions: Plenary lectures, panel discussions, breakout groups, and hands-on demos. Prize AI Accelerated Research Award Ceremony: Honoring breakthrough contributions from emerging scientists. *Interactive Sessions:* Plenary lectures, panel discussions, breakout groups, and hands-on demos. *AI Accelerated Research Award Ceremony:* Honoring breakthrough contributions from emerging scientists. *Important Dates* • Submission Deadline: August 1, 2025 • Notification of Acceptance: August 31, 2025 • Symposium Dates: October 26–28, 2025 *Submission Details* We welcome: • Full research papers (6–8 pages) • Short papers (2–4 pages) • Extended abstracts (up to 2 pages) • Vision or position papers (up to 4 pages) Submissions must follow the AIAS formatting guidelines and be submitted via the symposium website. see more at https://aias2025.org/ CFP details and submissions: https://aias2025.org/call-for-papers/ Organizing Committee: - Jennifer Chayes, Dean of the College of Computing, Data Science, and Society at UC Berkeley - Yan Li, Executive Director of Scientific Programs, Chen InstitutePietro Perona - Allan E. Puckett Professor of Electrical Engineering and Computation and Neural Systems, Caltech - Mengdi Wang, Associate Professor of Electrical and Computer Engineering and the Center for Statistics and Machine Learning, Princeton - Parisa Kordjamshidi, Associate Professor of Computer Science and Engineering, Michigan State University - Hamid Karimian, Research Assistant Professor of Computer Science and Engineering, Michigan State University See more at https://aias2025.org/ CFP details and submissions: https://aias2025.org/call-for-papers/ ᐧ

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CORRECTED DATES: Call for Papers: Slav-NLP: 10th Workshop on NLP forSlavic Languages
by Roman Yangarber 17 Jul '25

17 Jul '25

**Call for Papers:* * * Slav-NLP:10thWorkshoponNLP for Slavic languages At ACL-2025, Vienna, Austria 31 July 2025 http://bsnlp.cs.helsinki.fi <http://bsnlp.cs.helsinki.fi/> Submission Deadline: 3 May ** WORKSHOPDESCRIPTION The 10th edition of the Slav-NLP Workshop — at ACL 2025. Sponsored by SIGSLAV: ACL Special Interest Group on Slavic NLP. Slavic languages play a crucial role due to their diverse cultural heritage and wide use — over 400M speakers worldwide. Current political and economic developments in Central/ Eastern Europe thrust the Slavic languages into sharp focus, especially in light of rapid technological advancements, and evolving consumer markets. Research on applied **and ***theoretical*NLP in the context of Slavic languages is still lagging. Linguistic phenomena that are common to the Slavic languages — rich morphology, free word order, etc. — make NLP for these languages challenging. Slav-NLP Workshops gather researchers from academia and industry, aiming to stimulate research in Slavic NLP, and foster the creation of tools and resources. The Workshops welcome the exchange of ideas and experience, discussing current challenges, and promoting the available resources. The structural similarity, as well as the easily recognizable core vocabulary and inflectional inventory spanning this large language group, creates a special environment where researchers can appreciate the shared problems and communicate naturally. We are happy *again *to organize Slav-NLP in Central Europe. This Workshop addresses Natural Language Processing (NLP) for the Slavic languages. NLP tasks in urgent need of attention include: * language modeling, * morphological, syntactic and semantic analysis, * lexical semantics, * named-entity recognition, * text normalization and processing non-standard language, * co-reference resolution, * information extraction, * question answering, * text summarization, * machine translation, * development of linguistic resources, * development and assessment of large language models, * text classification, * text generation, * disinformation detection, * fact verification, * sentiment analysis. The Workshop continues the proud tradition established by the 9 previous (B)SNLP Workshops. IMPORTANT DATES * Submission deadline: *3 May*2025 * Pre-reviewed ARR commitment20 May 2025 * Notification of acceptance: *1 June*2025 * Camera-ready papers due: 15 June 2025 * Workshop: 31 July 2025 ** SHARED TASK This year the Slav-NLP Workshop features — Shared Task on Detection and Classification of Persuasion Techniques— in two types of texts: (a) parliamentary debateson highly-contested topics, and (b) social media postsrelated to the spread of propaganda and disinformation. Read about the Shared Task on the Workshop’s Web page. SUBMISSION At the Workshop’s Web page: bsnlp.cs.helsinki.fi <http://bsnlp.cs.helsinki.fi/call-for-papers.html> * * Workshop Contact: bsnlp(a)cs.helsinki.fi * -- Roman Yangarber Professor, University of Helsinki, Finland Digital Humanities INEQ: Helsinki Inequality Initiative <https://helsinki.fi/en/ineq-helsinki-inequality-initiative> — Linguistic Inequalities and Translation Technologies ------------------------------------------------------------------------ e-Learning & language learning Language Learning Lab Unioninkatu 40, Metsätalo A214 helsinki.fi/revita <https://www.helsinki.fi/revita> helsinki.fi/language-learning-lab <https://www.helsinki.fi/language-learning-lab> mobile: +358 50 41 51 71 3 ------------------------------------------------------------------------ RЯ

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Gaze4NLP - The First International Workshop on Gaze Data and Natural Language Processing
by Cengiz Acarturk 17 Jul '25

17 Jul '25

**First Call for Papers** Gaze4NLP - The First International Workshop on Gaze Data and Natural Language Processing September 11-13, 2025, Varna, Bulgaria (co-located with RANLP 2025) The First Workshop on Gaze Data and Natural Language Processing (Gaze4NLP), co-located with RANLP 2025 in Varna, Bulgaria, invites papers of a theoretical or experimental nature describing research methodologies by employing interdisciplinary perspectives, including computer science and engineering perspectives and cognitive sciences, and identifying challenges to resolve in the intersection of the two domains: eye tracking and NLP. Gaze4NLP aims to bring together researchers conducting research on eyes on eyes on text and NLP; and establishing bridges between them for identifying future venues of research. Workshop webpage: https://gaze4nlp.github.io/Gaze4NLP2025/about.html Important Dates Workshop paper submission deadline: 6 July 2025 Workshop paper acceptance notification: 31 July 2025 Workshop paper camera-ready versions: 30 August 2025 Workshop camera-ready proceedings ready: 8 September 2025 Workshops: 11-13 September 2025 All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”) Topics for the workshop will include, but are not limited to: - Investigating the pillars for bridging the gap between the research on eyes on text and NLP. Study how to expand research methodologies by employing interdisciplinary perspectives, including computer science and engineering perspectives and cognitive sciences, and identify challenges, issues to resolve. - Exploring new areas so that both fields benefit from each other better than the past, identifying novel domains of exploration for further research. - Discussing how to develop cognitively inspired models that align human reading data with LLMs. Submissions We solicit regular workshop papers, which will be included in the proceedings as archival publications. All categories of papers may be long (maximum 8 pages of content + up to one page for limitations (required) + unlimited references) or short (maximum 4 pages of content + up to one page for limitations (required) + unlimited references). Accepted papers will be presented in the form of either oral or poster presentations. Please note that camera-ready papers are allowed an additional page. The workshop proceedings will be part of the ACL anthology. Accepted papers will also be given an opportunity with an extended version to be published as part of an edited book. Submission link: https://softconf.com/ranlp25/Gaze4NLP2025/ Organization Committee: Dr. Cengiz Acarturk, Jagiellonian University, Poland Dr. Jamal Nasir, University of Galway, Ireland Dr. Burcu Can, University of Stirling, Scotland, UK Dr. Cagri Coltekin, University of Tubingen, Germany -- Dr. Cengiz Acarturk, Prof.UJ Centre for Cognitive Science, Jagiellonian University, Krakow On behalf of the Organization Committee

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Senior lecturer position at the University of Gothenburg / Chalmers University of Technology
by Richard Johansson 17 Jul '25

17 Jul '25

We are hiring a Senior Lecturer (comparable to an associate professor) at the Department of Computer Science and Engineering, a joint department at the University of Gothenburg and Chalmers University of Technology in Gothenburg, Sweden. This is a broad call open to anyone with a background in data science and AI, but we are particularly interested in candidates with an NLP background. This is a senior faculty position but we will also consider strong junior candidates. You can find more details on the application page: https://web103.reachmee.com/ext/I005/1035/job?site=7&lang=UK&validator=9b89… If you are thinking of applying and would like to discuss about the position, please contact me (richard.johansson(a)cse.gu.se) or Gerardo Schneider, head of the division (gerardo(a)chalmers.se). The deadline for applying is August 15. Best regards, Richard Johansson

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ACL 2025 Conference - Birds of a Feather (BoF) and Affinity Group events
by Horacio Saggion 17 Jul '25

17 Jul '25

Dear ACL 2025 Attendees: ACL will feature a lineup of 18 Birds of a Feather (BoF) and Affinity Group events to bring together participants around shared research topics, professional experiences, and community affiliations. The hosts of these events are looking forward to welcoming you to the conference! The full schedule with session descriptions has been released on the conference website <https://2025.aclweb.org/program/bof/>. Session titles and times are listed below: Mon, Jul 28 SomosNLP: The Iberoamerican NLP Community 11:00 - 12:30, ballroom 1.31-1.32 Hosts: María Grandury, Selene Báez, Diana Galván, Helena Gómez, Danae Sánchez Queer in AI Meet-Up 12:30 - 14:00, ballroom 1.33 Hosts: Sabine Weber Mentorship on NLP Research 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Oana Ignat, Weijia Shi, Ziqiao Ma Tue, Jul 29 Navigating Challenges in Building Industrial LLM Applications 10:30 - 12:00, ballroom 1.14 Hosts: Gauri Kholkar, Aakash Bist, Ratinder Ahuja Humanists in NLP 10:30 - 12:00, ballroom 1.31-1.32 Hosts: Patrick Sui Teaching NLP 12:00 - 13:30, ballroom 1.33 Hosts: Margot Mieskes, Laura Biester, György Kovacs NLP x Graphs: Where Structure Meets Language 14:00 - 15:30, ballroom 1.14 Hosts: Yuqicheng Zhu, Moritz Plenz Southeast Asian NLP Community, Projects, and Beyond 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Fajri Koto, Jan Christian Blaise Cruz, Holy Lovenia, Samuel Cahyawijaya, Alham Fikri Aji, Peerat Limkonchotiwat, M. Reza Qorib EquiCL Welcome Session 14:00 - 15:30, ballroom 1.33 Hosts: Zeerak Talat, Christine de Kock, Fatima Elsafoury, Jackie Lo Learning and Reasoning for Structured Data 16:00 - 17:30, ballroom 1.14 Hosts: Vivek Gupta, Dan Roth Multilingualism: from data crawling to evaluation 16:00 - 17:30, ballroom 1.31-1.32 Hosts: Pinzhen Chen, Andrey Kutuzov, Letiția Pârcălăbescu Participatory Design for NLP 16:00 - 17:30, ballroom 1.33 Hosts: Gavin Abercrombie, Tommaso Caselli Bridging Human Study and LLM Agents for Social Simulation 16:00 - 17:30, online only (Underline) Hosts: Xuan Wang Wed, Jul 30 Activations & Embeddings: Cognitive-Neuroscience Methods for LLMs 9:00 - 10:30, ballroom 1.14 Hosts: Giovanni Franco Gabriel Marraffini Mothering the Future — In Life and in AI: Challenges, Support, and the Path Forward for Mothers in Computing 11:00 - 12:30, ballroom 1.31-1.32 Hosts: Narjis Asad Language Technology for Crisis Preparedness and Response (LT4CPR) 11:00 - 12:30, ballroom 1.33 Hosts: Belu Ticona, Antonios Anastasopoulos, Will Lewis, Fei Xia. Ethical Considerations for NLP and CL 12:30 - 14:00, ballroom 1.14 Hosts: Margot Mieskes, Karën Fort, Fanny Ducel, Clémentine Bleuze, Aurélie Névéol Muslims in Machine Learning (MusIML) 12:45 - 14:15, ballroom 1.31-1.32 Hosts: Ehsaneddin Asgari, Suleiman Ali Khan, Ahmed Youssef Dear ACL 2025 Attendees: ACL will feature a lineup of 18 Birds of a Feather (BoF) and Affinity Group events to bring together participants around shared research topics, professional experiences, and community affiliations. The hosts of these events are looking forward to welcoming you to the conference! The full schedule with session descriptions has been released on the conference website <https://2025.aclweb.org/program/bof/>. Session titles and times are listed below: Mon, Jul 28 SomosNLP: The Iberoamerican NLP Community 11:00 - 12:30, ballroom 1.31-1.32 Hosts: María Grandury, Selene Báez, Diana Galván, Helena Gómez, Danae Sánchez Queer in AI Meet-Up 12:30 - 14:00, ballroom 1.33 Hosts: Sabine Weber Mentorship on NLP Research 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Oana Ignat, Weijia Shi, Ziqiao Ma Tue, Jul 29 Navigating Challenges in Building Industrial LLM Applications 10:30 - 12:00, ballroom 1.14 Hosts: Gauri Kholkar, Aakash Bist, Ratinder Ahuja Humanists in NLP 10:30 - 12:00, ballroom 1.31-1.32 Hosts: Patrick Sui Teaching NLP 12:00 - 13:30, ballroom 1.33 Hosts: Margot Mieskes, Laura Biester, György Kovacs NLP x Graphs: Where Structure Meets Language 14:00 - 15:30, ballroom 1.14 Hosts: Yuqicheng Zhu, Moritz Plenz Southeast Asian NLP Community, Projects, and Beyond 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Fajri Koto, Jan Christian Blaise Cruz, Holy Lovenia, Samuel Cahyawijaya, Alham Fikri Aji, Peerat Limkonchotiwat, M. Reza Qorib EquiCL Welcome Session 14:00 - 15:30, ballroom 1.33 Hosts: Zeerak Talat, Christine de Kock, Fatima Elsafoury, Jackie Lo Learning and Reasoning for Structured Data 16:00 - 17:30, ballroom 1.14 Hosts: Vivek Gupta, Dan Roth Multilingualism: from data crawling to evaluation 16:00 - 17:30, ballroom 1.31-1.32 Hosts: Pinzhen Chen, Andrey Kutuzov, Letiția Pârcălăbescu Participatory Design for NLP 16:00 - 17:30, ballroom 1.33 Hosts: Gavin Abercrombie, Tommaso Caselli Bridging Human Study and LLM Agents for Social Simulation 16:00 - 17:30, online only (Underline) Hosts: Xuan Wang Wed, Jul 30 Activations & Embeddings: Cognitive-Neuroscience Methods for LLMs 9:00 - 10:30, ballroom 1.14 Hosts: Giovanni Franco Gabriel Marraffini Mothering the Future — In Life and in AI: Challenges, Support, and the Path Forward for Mothers in Computing 11:00 - 12:30, ballroom 1.31-1.32 Hosts: Narjis Asad Language Technology for Crisis Preparedness and Response (LT4CPR) 11:00 - 12:30, ballroom 1.33 Hosts: Belu Ticona, Antonios Anastasopoulos, Will Lewis, Fei Xia. Ethical Considerations for NLP and CL 12:30 - 14:00, ballroom 1.14 Hosts: Margot Mieskes, Karën Fort, Fanny Ducel, Clémentine Bleuze, Aurélie Névéol Muslims in Machine Learning (MusIML) 12:45 - 14:15, ballroom 1.31-1.32 Hosts: Ehsaneddin Asgari, Suleiman Ali Khan, Ahmed Youssef

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Public webinar: Using mixed methods to analyze stance: A variationist approach
by Robert Fuchs 16 Jul '25

16 Jul '25

Bonn Talks on Recent Trends in Applied Linguistics *Using mixed methods to analyze stance: A variationist approach * Dr. Katharina Pabst, Radboud University Nijmegen Friday, July 18, 2.15 pm - 3.45 pm CEST Sign up here: https://uni-bonn.zoom-x.de/meeting/register/7zWSRP69R8SZWZptF6wfMA In this talk, I will introduce a framework for coding speaker stance (i.e., the way individuals position themselves towards an interaction) that I developed with colleagues from the University of Toronto. Our framework, which combines insights from variationist sociolinguistics and pragmatics, is based on pragmatic tests that offer a replicable way of capturing an interactional phenomenon such as stance quantitatively. Drawing on two case studies of complementizer (that) – i.e., the variation between overt that and zero in sentences such as I think (that) linguistic variation is fun – I discuss challenges and opportunities of using this framework, as well as its implications for the study of language and social meaning. Prof. Dr. Robert Fuchs | Head of Department and Professor of English Linguistics | Department of English, American and Celtic Studies | University of Bonn | Rabinstr. 8 53113 Bonn, Germany | https://uni-bonn.academia.edu/RFuchs | https://www.iaak.uni-bonn.de/bael/en/people/chair/prof-dr-robert-fuchs | https://sites.google.com/view/rflinguistics/ *Recent publications:* Coats, S., Basile, A., Morin, C. & Fuchs, R. (to appear). *The YouTube Corpus of Singapore English Podcasts*. /English World-Wide/ Fuchs, R. et al. (to appear). *Non-standard morphosyntactic variation in L2 English varieties world-wide: A corpus-based study <https://www.sciencedirect.com/science/article/pii/S0024384125000737>*. /Lingua/. Fuchs, R., Wiltshire, C. & Sarmah, P. (to appear). *The role of English in the linguistic ecology of Northeast India <https://www.academia.edu/125365118/The_role_of_English_in_the_linguistic_ec…>*. In P. Siemund, et al. (Eds.), /World Englishes in their Local Multilingual Ecologies/. Amsterdam: Benjamins. Lange, C., & Fuchs, R. (to appear). *English in India*. In R. Hickey & K. Burridge (Eds.), /New Cambridge History of the English Language/. Cambridge: CUP. Fuchs, R. (2025). *Influencing people around the globe - The linguistic expression of persuasion across varieties of English worldwide* <https://www.academia.edu/107491904/Influencing_people_around_the_globe_The_…>. In D. Dayter, & S. Rüdiger (Eds.), /Manipulation, Influence, and Deception: The Changing Landscape of Persuasive Language/, 135-156. Cambridge: CUP.

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Job: PhD in NLP in Zurich, Application Deadline on August 10, 2025
by reto.gubelmann＠uzh.ch 16 Jul '25

16 Jul '25

Dear Colleagues, I would like to draw your attention to a fully funded PhD position in NLP. The position is for three years, starting on October 1, 2025, or per agreement. Details on the position and the application procedure can be found in the job ad here: https://jobs.uzh.ch/job-vacancies/phd-position-empowering-ai-to-explore-the…. The position is part of Project AI-R that aims to bring together cutting-edge methods in NLP with recent developments in the philosophy of language and logic. To apply, please follow the guidelines in the ad. All best, Reto

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Free webinar: 22 July 2-3pm UK time
by Brezina, Vaclav 16 Jul '25

16 Jul '25

Dear all, We would like to invite you to a free webinar Corpus Linguistics: Skills for the Future from our Lancaster webinar series. In this webinar, we will focus on two domains that have used corpus methods to develop and improve their practice. Prof Elena Semino will talk about the use of corpus methods in healthcare communication and Dr Dana Gablasova will look at the role played by corpus methods in development and evaluation of GenAI tools for language learning and teaching. ⏲️ Time: 22 July 2025, 2-3pm UK time 🔗 Link for free registration: https://forms.office.com/e/uppRBrE5AF Best, Vaclav Professor Vaclav Brezina Professor in Corpus Linguistics Co-Director of ESRC Centre for Corpus Approaches to Social Science Lancaster University Lancaster, LA1 4YD Office: County South, room C05 T: +44 (0)1524 510828 @vaclavbrezina [cid:image001.jpg@01DBF65D.4028AAC0]<http://www.lancaster.ac.uk/arts-and-social-sciences/about-us/people/vaclav-…>

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New book - Automatic Question Generation
by Flor, Michael 15 Jul '25

15 Jul '25

Dear colleagues, I am happy to announce the availability of the new book, Automatic Question Generation https://link.springer.com/book/10.1007/978-3-031-92072-1 Published by Springer, in the series Synthesis Lectures on Human Language Technologies. Many thanks to Graeme Hirst, the series editor! The book describes a variety of approaches, including generating questions from syntactic analyses, semantic resources, neural architectures, ontologies and knowledge graphs, and large language models. Also covers evaluation and some fundamentals of questions. Hopefully, the book might be useful for NLP/AI researchers, students, educators, test-developers, and anyone interested in this topic. Michael Flor Senior Research Scientist ETS Research Institute Educational Testing Service Princeton, NJ, USA mflor(a)ets.org ________________________________ This e-mail and any files transmitted with it may contain privileged or confidential information. It is solely for use by the individual for whom it is intended, even if addressed incorrectly. If you received this e-mail in error, please notify the sender; do not disclose, copy, distribute, or take any action in reliance on the contents of this information; and delete it from your system. Any other use of this e-mail is prohibited. Thank you for your compliance. ________________________________

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July 2025 Newsletter - LDC
by Penn LDC 15 Jul '25

15 Jul '25

In this newsletter: Fall 2025 LDC data scholarship program New publications: AnnoDIFP Session Audio and Transcripts<https://catalog.ldc.upenn.edu/LDC2025S06> Penn Parsed Corpora of Historical English Second Release<https://catalog.ldc.upenn.edu/LDC2025T09> LoReHLT Uzbek Representative Language Pack<https://catalog.ldc.upenn.edu/LDC2025T08> ________________________________ Fall 2025 LDC data scholarship program Student applications for the Fall 2025 LDC data scholarship program are being accepted now through September 15, 2025. This program provides eligible students with no-cost access to LDC data. Students must complete an application consisting of a data use proposal and letter of support from their advisor. For application requirements and program rules, visit the LDC Data Scholarships page<https://www.ldc.upenn.edu/language-resources/data/data-scholarships>. ________________________________ New publications: AnnoDIFP (Annotated Data for the Investigation of Facets of Personality) Session Audio and Transcripts<https://catalog.ldc.upenn.edu/LDC2025S06> was developed by LDC, the Florida Institute of Technology <https://www.fit.edu/> (FIT), and the University of New Haven<https://www.newhaven.edu/index.php> (UNH) to support algorithm development for predicting personality traits. It contains 438.34 hours of English audio and transcripts from in-person interviews of 366 participants paired with scores from two self-reported personality assessments, HEXACO Personality Inventory (Revised) (HEXACO-PI-R) and Short Dark Triad (SD3). In-person interviews were recorded at LDC, FIT, and UNH. In each session, the participant and interviewer were in separate sound-isolated rooms with communication between them supplied by audio/video hardware. Sessions consisted of the following tasks: rapport building, a YouTube task, a map task, and a business task. Further details on collection methodology and session tasks are contained in the documentation accompanying this release. 2025 members can access this corpus through their LDC accounts. Non-members may license this data for a fee. * Penn Parsed Corpora of Historical English Second Release<https://catalog.ldc.upenn.edu/LDC2025T09> was developed at the University of Pennsylvania and consists of running texts and text samples of British English prose from the earliest Middle English documents (1100 CE) up to the period of the First World War (1914 CE). This second release corrects errors and inconsistencies in Penn Parsed Corpora of Historical English (LDC2020T16<https://catalog.ldc.upenn.edu/LDC2020T16>), further streamlines annotation, simplifies the directory structure, and includes updated documentation. This data set contains three corpora covering traditionally recognized periods of English: * The Penn-Helsinki Parsed Corpus of Middle English, second edition * The Penn-Helsinki Parsed Corpus of Early Modern English * The Penn Parsed Corpus of Modern British English, second edition The texts are in two forms: part-of-speech tagged text and syntactically annotated text. Annotations were manually reviewed for accuracy and consistency. Included in this release are updated annotation guidelines, philological information for each corpus, and the CorpusSearch 2 program, which allows users to search the data for words, word sequences, and syntactic structure. 2025 members can access this corpus through their LDC accounts provided they have submitted a completed copy of the special license agreement. Non-members may license this data for a fee. * LoReHLT Uzbek Representative Language Pack<https://catalog.ldc.upenn.edu/LDC2025T08> was developed by LDC and is comprised of approximately 47 million words of Uzbek monolingual text, 563,000 words of found Uzbek-English parallel text, 100,000 Uzbek words translated from English data, and 6.4 hours of Uzbek broadcast news and amateur web audio recordings. Approximately 151, 000 words were annotated for named entities and over 28,000 words were annotated for full entity including nominals and pronouns. Noun-phrase chunking was applied to more than 13,000 words. Over 20,890 words were labeled with simple semantic annotation. Topic annotation was applied to the audio recordings. Data was collected from discussion forum, news, reference, social network, broadcast news, web audio recordings, and weblogs. LoReHLT was a companion project of the DARPA LORELEI program. The LORELEI (Low Resource Languages for Emergent Incidents) program was concerned with building human language technology for low resource languages in the context of emergent situations. Representative languages were selected to provide broad typological coverage. 2025 members can access this corpus through their LDC accounts. Non-members may license this data for a fee. To unsubscribe from this newsletter, log in to your LDC account<https://catalog.ldc.upenn.edu/login> and uncheck the box next to "Receive Newsletter" under Account Options or contact LDC for assistance. Membership Coordinator Linguistic Data Consortium<ldc.upenn.edu> University of Pennsylvania T: +1-215-573-1275 E: ldc(a)ldc.upenn.edu<mailto:ldc@ldc.upenn.edu> M: 3600 Market St. Suite 810 Philadelphia, PA 19104

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LREC 2026 - First Call for Tutorials
by Sara Goggi 14 Jul '25

14 Jul '25

*LREC 2026 - FIRST CALL FOR TUTORIALS* *Organized by the ELRA Language Resources Association * *Palma, Mallorca, Spain* *11-16 May 2026* The 15th edition of the Language Resources and Evaluation Conference (LREC 2026) invites proposals for tutorials to be held in conjunction with the conference. We seek proposals in all areas of natural language processing and computation, language resources (LRs) and evaluation, including spoken language, sign language, and multimodal interaction. The tutorials will be held at LREC 2026 in Palma de Mallorca (Spain), on 11, 12, or 16 May 2026. *IMPORTANT DATES* * 17 October 2025: Proposal submission due * 17November 2025: Notification of acceptance * 11-16 May 2026: LREC 2026 conference** *SUBMISSION DETAILS* We invite proposals for three types of tutorials: *Cutting-edge:*tutorials that cover advances in newly emerging areas. The tutorials are expected to give a brief introduction to the topic, but participants are assumed to have some prior knowledge of the topic. The focus of the class will be on discussing the most recent developments in the field, and it will spend a considerable amount of time pointing out open research questions and important novel research directions. *Introductory to computational linguistics (CL)/ natural language processing (NLP) topics:*tutorials that provide introductions to topics that are established in the LREC communities. The lecturers provide an overview of the development of the field from the beginning until now. Attendees are not expected to come with prior knowledge. They acquire sufficient understanding of the topic to understand the most recent research in the field. *Introductory to adjacent areas:*tutorials that provide introductions to topics that are established or emerging in areas adjacent to CL/NLP. The lecturers provide an overview of the development of the field from the beginning until now. Attendees are not expected to come with prior knowledge. They acquire a sufficient understanding of the topic to understand the most recent research in the field and its relevance for the CL/NLP domains. In all cases, the aim of a tutorial is primarily to help understand a scientific problem, its tractability, and its theoretical and practical implications. Presentations of particular technological solutions or systems are welcome, provided that they serve as illustrations of broader scientific considerations. None of the tutorial types are expected to be “self-invited” long talks – the content should be a good balance between research from multiple groups and perspectives, not only of the teachers of the tutorial. Proposals should be prepared according to the style files that will be available from the LREC website (https://lrec2026.info/). Proposals should not exceed 4 pages of content (plus unlimited pages for references), and they should be submitted as PDF documents. Tutorial proposals do not have to be anonymized. They should contain: * A title that helps potential attendees to understand what the tutorial will be about. * An abstract that summarizes the topics, goals, target audience, and type (see above) of the tutorial (this abstract will also be on the LREC website). * A section called “Introduction” that explains the topic and summarizes the starting point and relevance for our community, and in general. * A section called “Target Audience” that explains for whom the tutorial will be developed and what the expected prior knowledge is. Clearly specify what attendees should know and be able to practically do to get the most out of your tutorial. Examples of what to specify include prior mathematical knowledge, knowledge of specific modeling approaches and methods, programming skills, or adjacent areas like computer vision. Also specify the number of expected participants. * A section called “Outline” in which the various topics are explained. This can be a list of bullet points or a set of paragraphs explaining the content. Explain what you intend and how long the tutorial will be. * A section called “Diversity Considerations”, discussing each of the three aspects of diversity mentioned above or others. * A section called “Reading List”: What are introductory papers or books that potential attendees can read to get a first impression of the tutorial content? What do you expect them to have read before attending? What does provide further information beyond the content of the tutorial? * A section called “Presenters” in which each tutorial presenter is briefly introduced in one paragraph, including their research interests, their areas of expertise for the tutorial topic, and their experience in teaching a diverse and international audience. * A section called “Other Information” which should include information on how many people are expected to participate and how you came to this estimate. You can also explain any other aspects that you find important, including special equipment that you would need. * A section called “Ethics Statement” which discusses ethical considerations related to the topics of the tutorial. Tutorials can be half-day (morning 9:00 to 13:00 or afternoon 14:00 to 18:00) or full-day (9:00 to 18:00) and must follow fixed hours for breaks (morning coffee break 10.30-11.00, lunch break: 13:00-14:00, afternoon coffee break: 16.00-16.30). *EVALUATION CRITERIA* The tutorial proposals will be evaluated according to their originality and impact, the expected interest level of participants, as well as the quality of the organizing team and Program Committee and their contribution to the diversity of the conference. *DIVERSITY AND INCLUSION* We particularly encourage submissions from underrepresented groups in computational linguistics, researchers from any demographic or geographic minority, with disabilities, or others. In the evaluation of the proposal, we will take these aspects into account to create a varied and balanced set of tutorials. This includes several aspects of diversity, namely (1) how the topic of the tutorial contributes to improved diversity and increased fairness in the field, (2) if the topic is particularly relevant for a specific underrepresented group of potential participants, and (3) if the presenters are from an underrepresented group. *INSTRUCTOR RESPONSIBILITIES* Accepted tutorial presenters will be notified by the date mentioned above. They must then provide abstracts of their tutorials for inclusion in the conference registration material by the specific deadlines. The abstract needs to be provided in ASCII format. The summary will be submitted in PDF format and can be updated from the version submitted for review. The instructors will make their material available in an appropriate way, for instance, by setting up a website. They will be invited to submit their slides to the ACL Anthology. Finally, at least one tutorial presenter must attend the event in person to organise the tutorial. *CONTACT* * Tutorial Chairs: lrec2026-tutorial-chairs(a)googlegroups.com <mailto:lrec2026-tutorial-chairs@googlegroups.com> * General contact: mailto:info@lrec2026.info <mailto:info@lrec2026.info> * More information on LREC 2026: https://lrec2026.info/ <https://lrec2026.info/>

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LREC 2026 - First Call for Workshops
by Sara Goggi 14 Jul '25

14 Jul '25

*LREC 2026 - FIRST CALL FOR WORKSHOPS* *Organized by the ELRA Language Resources Association * *Palma, Mallorca, Spain* *11-16 May 2026* The Organisers of LREC 2026 invite proposals for workshops to be held in conjunction with the main conference at Palau de Congressos de Palma, Palma de Mallorca (Spain). We solicit proposals in all areas of language resources, language technology, and evaluation of the underlying technologies, broadly conceived to also include related disciplines such as linguistics, language documentation, natural language processing, speech and multimodal processing, computational social science, and the digital humanities. The workshops will be held at LREC 2026 in Palma de Mallorca (Spain) on 11, 12 and 16 May 2026. *IMPORTANT DATES* (All deadlines are 11:59 PM UTC-12:00 (“anywhere on Earth”) * 17 October 2025: Proposal submission deadline * 17 November 2025: Notification of acceptance * 11-16 May 2026: LREC2026 conference *SUBMISSION INFORMATION* Proposals should be submitted as PDF documents using the START system (URL will soon be available on the conference website). Note that submissions should essentially be ready to be turned into a Call for Workshop Papers within one week of notification of acceptance (see Important dates above). The proposals should be at most two pages for the main proposal + at most two additional pages for information about organisers, program committee, and references. Thus, the whole proposal should not be more than FOUR pages long, excluding references. The two pages for the main proposal must include: * A title and a brief description of the workshop topic and content. * Workshops can be half-day (morning 9:00 to 13:00 or afternoon 14:00 to 18:00) or full-day (9:00 to 18:00) and must follow fixed hours for breaks (morning coffee break 10.30-11.00, lunch break: 13:00-14:00, afternoon coffee break: 16.00-16.30). * A list of invited speakers, if applicable, with an indication of which ones have already agreed and which are tentative, and sources of funding for the speakers, if needed. * An estimate of the number of attendees. * A description of any shared tasks associated with the workshop, and estimate of the number of participants. Note that any shared task will also need to be reviewed by the workshop committee for ethical concerns. * A description of special requirements and technical needs, where relevant. * If the workshop has been held before, a note specifying where previous iterations of the workshops were held, how many submissions the workshop received, how many papers were accepted (also specify if they were not regular papers, e.g., shared task system description papers, non-archival papers), and how many attendees the workshop attracted. The two pages for information about the workshop, the organisers and the program committee must include: * A very brief advertisement or tagline for the workshop, up to 140 characters, that highlights any key information you wish prospective attendees to know, and which would be suitable to be put onto a web-based survey (see below). * The names, affiliations, and email addresses of the organisers, with one-paragraph statements of their research interests, areas of expertise, and experience in organising workshops and related events. * A list of Program Committee members, with an indication of which members have already agreed. Organisers should do their best to estimate the number of submissions (especially for recurring workshops) in order to (a) ensure a sufficient number of reviewers so that each paper receives 3 reviews, and (b) anticipate that no one is committed to reviewing more than 3 papers. This practice is likely to ensure on-time, and more thorough and thoughtful reviews. *EVALUATION CRITERIA* The workshop proposals will be evaluated according to their originality and impact, the expected interest level of participants, as well as the quality of the organising team and Program Committee, and their contribution to the diversity of the conference. *DIVERSITY AND INCLUSION* We particularly encourage submissions of underrepresented groups in language resources and language technology, including researchers from any demographic or geographic minority, with disabilities, or others. In the evaluation of the proposal, we will take these aspects into account to create a varied and balanced set of workshops. Workshop proposals are evaluated on a range of aspects, including diversity, such as (1) how the topic of the workshop contributes to improved diversity and increased fairness in the field, (2) if the topic is particularly relevant for a specific underrepresented group of potential participants, (3), if the presenters are from an underrepresented group. *WORKSHOP ORGANISER RESPONSIBILITIES* At least one of the accepted organisers must attend the workshop in person. The organisers of the accepted proposals are responsible for publicizing and running the workshop, including reviewing submissions, producing the workshop program and the camera-ready workshop proceedings according to LREC requirements, organising the meeting days, and playing their part to ensure that all participants are aware of LREC’s anti-harassment policy and code of conduct (see https://lrec2026.info/lrec-2026-code-of-conduct/ ). It is crucial that organisers commit to all deadlines. In particular, failure to produce the camera-ready proceedings in the correct format on time will lead to the exclusion of the workshop from the unified proceedings and author indexes. Workshop organisers cannot accept submissions for publication that will be (or have been) published elsewhere, although they are free to set their own policies on simultaneous submission and review, as well as to accept additional non-archival presentations *CONTACT* * Workshop Chairs: lrec2026-workshop-chairs(a)googlegroups.com * General contact: mailto:info@lrec2026.info <mailto:info@lrec2026.info> * More information on LREC 2026: https://lrec2026.info/

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CfP — Dialogue in the Era of Multimodal Foundation Models @ IWSDS 2026
by Giuseppe Riccardi 14 Jul '25

14 Jul '25

Dear all, We’re excited to announce IWSDS 2026, The 16th International Workshop on Spoken Dialogue Systems. It will take place on Feb 26 – Mar 1, 2026 in Trento, the gateway to the Dolomites following the Milano Cortina 2026 Winter Olympics. The theme of this year is "Human-Machine Dialogue in the Era of Multimodal Foundation Models" IWSDS 2026 aims to bring together researchers working on the theoretical foundations, systems and methods, and applications of spoken and multimodal dialogue systems. The Call for Papers is now open for long papers (up to 8 pages + references), as well as short papers, position papers, demos (up to 4 pages + references) Accepted papers will be included in the proceedings published in the ACL Anthology. Important Dates: Paper Submission Deadline: October 12, 2025 Acceptance Notification: December 10, 2025 Workshop Dates: February 26 – March 1, 2026 📌 Website & CfP: https://sites.google.com/unitn.it/iwsds26/ 🐦 Twitter: https://x.com/iwsdsmeeting 🌿 Bluesky: https://bsky.app/profile/iwsdsmeeting.bsky.social We look forward to welcoming you to Trento in 2026! On behalf of the Organizing Committee, Giuseppe Riccardi IWSDS'26 General Chair University of Trento <https://sites.google.com/unitn.it/iwsds26/> <https://scholar.google.it/citations?user=OYqE3uAAAAAJ&hl=en> <https://www.linkedin.com/in/mahedmousavi/> <https://twitter.com/mahedmousavi>

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[Workshop CFP] - (R2LM) From Rules to Language Models: Comparative Performance Evaluation @ RANLP
by alicia.picazo＠ua.es 14 Jul '25

14 Jul '25

[Final CFP] - (R2LM) From Rules to Language Models: Comparative Performance Evaluation @ RANLP 2025 (Varna, Bulgaria) - 11, 12 or 13 September 2025 Dear colleagues, We are pleased to announce the FINAL call for papers for the R2LM Workshop - From Rules to Language Models: Comparative Performance Evaluation at RANLP 2025. https://r2lm2025.github.io/R2LM/ Workshop Description Deep learning (DL) and large language models (LLMs) have driven major advances in natural language processing (NLP), enabling impressive performance across many tasks. However, they continue to face key challenges in handling complex linguistic phenomena such as multiword expressions, long-context reasoning, and robustness to adversarial inputs. In parallel, concerns remain about the scalability, interpretability, and domain adaptability of these models, particularly in applications requiring high precision, such as grammar checking, legal analysis, or medical NLP. These limitations have sparked renewed interest in rule-based and knowledge-based approaches, which often offer better explainability and remain competitive, especially in low-resource or high-stakes scenarios. Our workshop aims to gather contributions that deal with the following topics: • Role of rule-based and knowledge-based NLP methods in modern applications • Comparative analysis of rule-based, machine-learning, deep-learning and large language models for different NLP tasks • Emerging trends in NLP research beyond deep learning and Large Language Models • Limitations and performance bottlenecks in scalability and accuracy of deep learning models Submission Details • Long papers: up to 8 pages (excluding references) • Short papers: up to 4 pages (excluding references) • Format: ACL-style (LaTeX or MS Word) • Submission portal and template info available on the RANLP 2025 website Important dates Paper Submission Deadline: 15 July 2025 Notification of Acceptance: 10 August 2025 Workshop date: 11, 12 or 13 September 2025 Organising Committee: Alicia Picazo-Izquierdo, University of Alicante, Spain Ernesto Luis Estevanell-Valladares, University of Alicante, Spain Rafael Muñoz Guillena, University of Alicante, Spain Ruslan Mitkov, Lancaster University, UK Raúl García Cerdá, University of Alicante, Spain

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First Call for paper - Knowledge and Natural Language Processing Track @ ACM-SAC
by Patrizio Bellan 14 Jul '25

14 Jul '25

*Knowledge and Natural Language Processing Track @ ACM-SAC* Aim of the Knowledge and Natural Language Processing (KNLP) track at ACM SAC is to investigate techniques and application of knowledge engineering and natural language processing, focusing in particular on approaches combining them. This is an extremely interdisciplinary emerging research area, at the core of Artificial Intelligence, combining and complementing the scientific results from Natural Language Processing and Knowledge Representation and Reasoning. Topics of interest Topics of interest include, but are not limited to: - Natural Language Processing - NLP tasks for Knowledge Extraction - NLP for Ontology Population and Learning - Sentiment Analysis and Opinion Mining for Knowledge Applications - Interplay between Language and Ontologies - NLP for Explainable Knowledge - Machine Translation techniques for Multilingual Knowledge - NLP for the Web - Bias detection and mitigation in small/large LM - (Small/Large) LM and Knowledge - Knowledge - Knowledge to improve NLP tasks - Knowledge for Information Retrieval - Knowledge-based Sentiment Analysis and Opinion Mining - Combining Knowledge and Deep Learning for NLP - Knowledge for Text Summarization and Generation - Knowledge for Persuasion - Knowledge-based Machine Translation - Knowledge for the Web - Linked Data for NLP - Knowledge-based NL Explainability - LM-enhanced ontology and knowledge engineering methodologies and tools - LM-based agent for knowledge extraction, reasoning, and management - Ontology evaluation via small/large LMs - (Ontological) knowledge memorization in LMs - Knowledge-based techniques for LMs (Retrieval Augmented Generation based approaches, fact-checking, and bias mitigation) - Question answering over knowledge graphs via small/large LMs - Real-world applications that exploit Knowledge and NLP - Real-world applications that exploit Knowledge and NLP - Knowledge and NLP Systems for Big Data scenarios - Knowledge and NLP technology for a diverse, equitable, and inclusive society - Deployment of Knowledge and NLP Systems in specific domains, such as: - Digital Humanities and Social Sciences - eGovernment and public administration - Life sciences, health, and medicine - News and Data Streaming Paper Submission Submissions must not have been published or be concurrently considered for publication elsewhere. Papers should be submitted in PDF using the ACM-SAC proceedings format <https://www.sigapp.org/sac/sac2026/authorkit.php>. Authors' names and affiliations should be entered separately at the submission site and not appear in the submitted papers. Each submission will be reviewed in *a DOUBLE-BLIND *process according to the ACM-SAC Regulations. Student Research Competition (SRC) submissions are welcome (see SAC 2026 SRC page for details <https://www.sigapp.org/sac/sac2026/src_program.php>). Initial Submission Policy - All submissions must initially be submitted as regular papers. There is no separate submission track for poster papers. - Paper selection is based on originality, technical contribution, presentation quality, and relevance to the Knowledge and Natural Language Processing Track. - Based on the outcome of the review process, some submissions—although technically sound—may not be accepted as regular papers due to overall acceptance rate constraints, and could be accepted as posters Minimum Length for Review Consideration - While there is no formal minimum page requirement, submissions of fewer than four (4) full pages that do not demonstrate substantial contributions may be subject to desk rejection without external review. Camera-ready Page Limits - Regular Papers (accepted for publication): - Up to eight (8) pages are included with standard registration. Poster Papers (recommended for acceptance): - Up to two (2) pages are included with standard registration. *Important Dates (check SAC website <https://www.sigapp.org/sac/sac2026/#important-dates> for up-to-date dates)* September 26, 2025: Regular Paper & SRC Abstract Submission For further information, please visit the Knowledge and Natural Language Processing Track <https://knlp.fbk.eu/> and ACM-SAC 2026 <https://www.sigapp.org/sac/sac2026/> conference websites or feel free to contact the Track Co-Chairs <knlp(a)fbk.eu>. -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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Deadline extension: DHASA Conference 2025
by Menno Van Zaanen 12 Jul '25

12 Jul '25

Deadline extension: DHASA Conference 2025 https://dh2025.digitalhumanities.org.za Due to several requests, we have decided to extend the deadlne NEW DEADLINE: 28 July 2025 Theme: The role of humanities in digital humanities and artificial intelligence The Digital Humanities Association of Southern Africa (DHASA) is pleased to announce its fifth conference, focusing on the theme The role of humanities in digital humanities and artificial intelligence. In a region where the field of Digital Humanities is still relatively underdeveloped, this conference aims to address this gap and foster growth and collaboration in the field. The conference offers an opportunity for researchers interested in showcasing their work in the broad field of Digital Humanities to come together. By doing so, the conference provides a comprehensive overview of the current state-of- the-art in Digital Humanities, particularly within the Southern Africa region. As such, we welcome submissions related to Digital Humanities research conducted by individuals from Southern Africa or research focused on the geographical area of Southern Africa in the broad sense. Furthermore, the conference serves as a platform for information sharing and networking among researchers passionate about Digital Humanities. By bringing together experts working on Digital Humanities in Southern Africa or with a focus on Southern Africa, we aim to promote collaboration and facilitate further research in this dynamic field. In addition to the main conference, affiliated workshops and tutorials will be organised, providing researchers with valuable insights into novel technologies and tools. These supplementary events are designed for researchers interested in specific aspects of Digital Humanities or seeking practical information to enter or advance their knowledge in the field. The DHASA conference welcomes interdisciplinary contributions from researchers in various domains of Digital Humanities, including, but not limited to, language, literature, visual art, performance and theatre studies, media studies, music, history, sociology, psychology, language technologies, library studies, philosophy, methodologies, software and computation, AI, and more. Our goal is to cultivate an inclusive scientific community of practice within Digital Humanities. Suggested topics include the following: * The role of AI in digital humanities, the role of Digital Humanities in shaping AI, and the broader role of the humanities in both AI and DH projects; * Digital archives and the preservation of marginalised voices; * Intersectionality and the digital humanities: exploring the intersections of race, gender, sexuality, culture, and class in digital research and activism; * Activism and social change through digital media: how digital humanities tools and methodologies can be used to promote inclusion; * Engaging marginalised communities in the creation and use of digital tools, resources, and AI; * Exploring the role of digital humanities in decolonising knowledge and promoting indigenous perspectives; * The ethics of data collection and analysis in digital humanities and AI research; * The role of digital humanities and AI in promoting inclusive and equitable pedagogy; * Digital humanities and inclusion in the context of African and global perspectives and international collaborations; * Critical approaches to digital humanities and inclusion: examining the limitations and possibilities of digital tools and methodologies in promoting inclusion; and * Collaborative digital humanities projects with non-profit organisations, community groups, and cultural institutions; * Development of digital and AI tools for supporting digital humanities; * Novel utilisation of digital and AI tools for performing digital humanities research; * The role of digital humanities in the classroom: reimagining literacy and AI fluency; * Digital humanities data and project management; * The role of librarians in the digital humanities project; * Any other digital humanities-related topic that serves the Southern African community. Submission Guidelines The DHASA conference 2025 asks for three types of submissions: * Long papers: Authors may submit long papers with a maximum of 8 content pages and unlimited pages for references and appendices. The final versions of accepted long papers will be granted an additional page (leading to a total of up to 9 content pages) to incorporate reviewers' comments. Long papers accepted for the conference will be presented in 30-minute time slots (which includes 10 minutes for questions). * Short papers: Authors may submit short papers with a maximum of 5 content pages and unlimited pages for references and appendices. The final versions of accepted short papers will be allowed an extra page (leading to a total of up to 6 content pages) to accommodate reviewers' comments. Short papers accepted for the conference will be presented in 15-minute time slots (which includes 5 minutes for questions). * Executive summaries: Authors can submit an executive summary for work in progress, limited to 1 page. Executive summaries accepted for the conference will be presented as posters during a dedicated poster presentation slot. All accepted long and short paper submissions that are presented at the conference will be published in the JDHASA journal, see https://upjournals.up.ac.za/index.php/dhasa. In addition, the executive summaries for the poster presentations will be published in a book of executive summaries before the conference. We particularly encourage student submissions where the first author is a student. All submissions should adhere to the ACL style guide: https://acl-org.github.io/ACLPUB/formatting.html Submissions should be submitted in PDF format. Submissions that do not adhere to the prescribed style guide will be rejected. Follow this link to go to the submission platform: https://dh2025.digitalhumanities.org.za/submission/ Authors are encouraged to upload their datasets to the SADiLaR repository: https://repo.sadilar.org/. In case of difficulties uploading the datasets, please reach out to Benito Trollip (benito.trollip(a)nwu.ac.za). Important dates Submission deadline: 28 July 2025 Date of notification: 16 September 2025 Camera-ready copy deadline: 24 October 2025 Conference: 10 November 2025 - 14 November 2025 Conference venue: CSIR ICC, Pretoria, South Africa Co-located events Several co-located events are currently being prepared, including workshops and tutorials. These will be updated on the conference website. Organising Committee Aby Louw, Council for Scientific and Industrial Research Andiswa Bukula, South African Centre for Digital Language Resources Avi Moodley, Council for Scientific and Industrial Research Franco Mak, Council for Scientific and Industrial Research Franziska Pannach, Rijksuniversiteit Groningen Ilana Wilken, Council for Scientific and Industrial Research Johannes Sibeko, Nelson Mandela University Juan Steyn, South African Centre for Digital Language Resources Laurette Marais, Council for Scientific and Industrial Research Marissa Griesel, South African Centre for Digital Language Resources Menno van Zaanen, South African Centre for Digital Language Resources Privolin Naidoo, Council for Scientific and Industrial Research Sthembiso Mkhwanazi, Council for Scientific and Industrial Research -- Prof Menno van Zaanen menno.vanzaanen(a)nwu.ac.za Professor in Digital Humanities South African Centre for Digital Language Resources https://www.sadilar.org ________________________________ NWU PRIVACY STATEMENT: http://www.nwu.ac.za/it/gov-man/disclaimer.html DISCLAIMER: This e-mail message and attachments thereto are intended solely for the recipient(s) and may contain confidential and privileged information. Any unauthorised review, use, disclosure, or distribution is prohibited. If you have received the e-mail by mistake, please contact the sender or reply e-mail and delete the e-mail and its attachments (where appropriate) from your system. ________________________________

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Deadline extension: Sixth Workshop on Resources for African Indigenous Language (RAIL)
by Menno Van Zaanen 12 Jul '25

12 Jul '25

Deadline extension: Sixth Workshop on Resources for African Indigenous Language (RAIL) Co-located with DHASA 2025 https://sadilar.org/rail-2025/ Due to several requests, we have decided to extend the deadlne NEW DEADLINE: 28 July 2025 RAIL Workshop date: 10 November 2025 DHASA Conference dates: 10-14 November 2025 Venue: CSIR International Convention Centre. The sixth RAIL workshop website: https://sadilar.org/rail-2025/ DHASA website: https://digitalhumanities.org.za/ The sixth Resources for African Indigenous Languages (RAIL) workshop will be co-located with the Digital Humanities Association of Southern Africa (DHASA) 2025 conference at the CSIR International Convention Centre in Pretoria, South Africa, on 10 November 2025. The RAIL workshop is an interdisciplinary platform for researchers working on African indigenous languages resources such as natural languages processing (NLP) tools, Human Language Technologies (HLT), data collections, and annotations. This workshop aims to foster a scientific community of practice that focuses on computational linguistic tools and data that are designed for or applied to the indigenous languages of Africa. Many African languages are under-resourced while only a few are considered to be somewhat better resourced. These languages often share interesting properties such as writing systems, making them different from most high-resourced languages. From a computational perspective, these languages lack enough corpora to undertake high level development of NLP and HLT tools, which in turn impedes the development of African languages in these areas. During previous workshops, it was noted that the problems and solutions presented were not only applicable to African languages but were also relevant to many other low-resource languages across the world. Because these languages share similar challenges, this workshop provides researchers with opportunities to work collaboratively on issues of language resource development and learn from each other. The RAIL workshop has several aims. First, the workshop brings together researchers who work on African indigenous languages, forming a community of practice for people working on indigenous languages. Second, the workshop aims to reveal currently unknown or unpublished existing resources (corpora, NLP tools, and applications), resulting in a better overview of the current state-of-the-art, and also allows for discussions on novel, desired resources for future research in this area. Third, it enhances sharing of knowledge on the development of low-resource languages. Finally, it enables discussions on how to improve the quality as well as availability of the resources. The workshop has “Language resources in the age of large language models” as its theme, but submissions on any topic related to properties of African indigenous languages (including related non- African languages) may be accepted. Suggested topics include (but are not limited to) the following: * Digital representations of linguistic structures * Descriptions of corpora or other data sets of African indigenous languages * Building resources for (under-resourced) African indigenous languages * Developing and using African indigenous languages in the digital age * Effectiveness of digital technologies for the development of African indigenous languages * Revealing unknown or unpublished existing resources for African indigenous languages * Developing desired resources for African indigenous languages * Improving quality, availability and accessibility of African indigenous language resources Submission requirements: We invite papers on original, unpublished work related to the topics of the workshop. Submissions, presenting completed work, may consist of up to eight (8) pages of content plus additional pages of references. The final camera-ready version of accepted long papers are allowed one additional page of content (up to 9 pages) so that reviewers’ feedback can be incorporated. Papers should be formatted according to the DHASA style sheet which is provided on the Journal of the Digital Humanities Association of Southern Africa website (https://upjournals.up.ac.za/index.php/dhasa/about). Reviewing is double-blind, so make sure to anonymise your submission (e.g., do not provide author names, affiliations, project names, etc.) Limit the amount of self citations (anonymised citations should not be used). The RAIL workshop follows the DHASA submission requirements. Please submit papers in PDF format (the submission link is available on the website). Accepted papers will be published in proceedings linked to the DHASA conference. Important dates: Submission deadline: 28 July 2025 Date of notification: 16 September 2025 Camera ready copy deadline: 24 October 2025 Workshop: 10 November 2025 DHASA conference: 10 November 2025-14 November 2025 Organising Committee Rooweither Mabuya, South African Centre for Digital Language Resources (SADiLaR), South Africa Muzi Matfunjwa, South African Centre for Digital Language Resources (SADiLaR), South Africa Mmasibidi Setaka, South African Centre for Digital Language Resources (SADiLaR), South Africa Menno van Zaanen, South African Centre for Digital Language Resources (SADiLaR), South Africa -- Prof Menno van Zaanen menno.vanzaanen(a)nwu.ac.za Professor in Digital Humanities South African Centre for Digital Language Resources https://www.sadilar.org ________________________________ NWU PRIVACY STATEMENT: http://www.nwu.ac.za/it/gov-man/disclaimer.html DISCLAIMER: This e-mail message and attachments thereto are intended solely for the recipient(s) and may contain confidential and privileged information. Any unauthorised review, use, disclosure, or distribution is prohibited. If you have received the e-mail by mistake, please contact the sender or reply e-mail and delete the e-mail and its attachments (where appropriate) from your system. ________________________________

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[CLEF 2026] Call for Lab Proposals - Deadline extended
by Julia Maria Struß 11 Jul '25

11 Jul '25

***Apologies for cross-posting ***------------------------------------------- CLEF 2026 Conference and Labs of the Evaluation Forum Jena, Germany, September 21-24, 2026 https://clef2026.clef-initiative.eu/ <http://clef2026.clef-initiative.eu> ------------------------------------------- Dear colleagues, Due to many requests and the late opening of EasyChair, the submissiondeadline for the full lab proposals has been extended to 17 July 2025 AoE. However, you need to submit a proposal registration(submitting a draft/abstract to Easychair) by the original deadline (14 July 2025 AoE). Call for Lab Proposals Background The CLEF Initiative <http://www.clef-initiative.eu/>is a self-organised body whose main mission is to promote research, innovation, and development of information access systems with an emphasis on multilingual information in different modalities - including text and multimedia - with various levels of structure. CLEF promotes research and development by providing an infrastructure for: 1. Independent evaluation of information access systems 2. Investigation of the use of unstructured, semi-structured, highly-structured, and semantically enriched data in information access 3. Creation of reusable test collections for benchmarking 4. Exploration of new evaluation methodologies and innovative ways of using experimental data 5. Discussion of results, comparison of approaches, exchange of ideas, and transfer of knowledge Scope of CLEF Labs We invite submission of proposals for two types of labs: 1. "Campaign-style" Evaluation Labs for specific information access problems (during the twelve months period preceding the conference), similar in nature to the traditional CLEF campaign "tracks" . Topics covered by campaign-style labs can be inspired by any information access-related domain or task. 2. Labs that follow a more classical "workshop" pattern, exploring evaluation methodology, metrics, processes, etc. in information access and closely related fields, such as natural language processing, machine translation, and human-computer interaction. We highly recommend organisers new to the CLEF format of shared task evaluation campaigns to first consider organising a lab workshop to discuss the format of their proposed task, the problem space and practicalities of the shared task. The CLEF 2026 programme will reserve about half of the conference schedule for lab sessions. During the conference, the lab organisers will present their overall results in overview presentations during the plenary scientific paper sessions to give non-participants insights into where the research frontiers are moving. Lab organisers are expected to organise separate sessions for their lab with ample time for general discussion and engagement with all participants - not just those presenting campaign results and papers. Organisers should plan time in their sessions for activities such as panels, demos, poster sessions, etc. as appropriate. CLEF is always interested in receiving and facilitating innovative lab proposals. Potential task proposers unsure of the suitability of their task proposal or its format for inclusion at CLEF are encouraged to contact the CLEF 2026 Lab Organizing Committee Chairs to discuss its suitability or design at an early stage. Proposal Submission Lab proposals must provide sufficient information to judge the relevance, timeliness, scientific quality, benefits for the research community, and the competence of the proposers to coordinate the lab. Each lab proposal should identify one or more organisers as responsible for ensuring the timely execution of the lab. Proposals should be 3 to 4 pageslong and should provide the following information: 1. Title of the proposed lab. 2. A brief description of the lab topic and goals, its relevance to CLEF and the significance for the field. 3. A brief and clear statement on usage scenarios and domain to which the activity is intended to contribute, including the evaluation setup and metrics. 4. Details on the lab organiser(s), including identifying the task chair(s) responsible for ensuring the running of the task. This should include details of any previous involvement in organising or participating in evaluation tasks at CLEF or similar campaigns. 5. The planned format of the lab, i.e., campaign-style (“track”) or workshop. 6. Is the lab a continuation of an activity from previous year(s) or a new activity? 1. For activities continued from previous year(s): Statistics from previous years (number of participants/runs for each task), a clear statement on why another edition is needed, an explicit listing of the changes proposed, and a discussion of lessons to be learned or insights to be made. 2. For new activities: A statement on why a new evaluation campaign is needed and how the community would benefit from the activity. 7. Details of the expected target audience, i.e., who do you expect to participate in the task(s), and how do you propose to reach them. 8. Brief details of tasks to be carried out in the lab. The proposal should clearly motivate the need for each of the proposed tasks and provide evidence of its capability of attracting enough participation. The dataset which will be adopted by the Lab needs to be described and motivated in the perspective of the goals of the Labs; also indications on how the dataset will be shared are useful. It is fine for a lab to have a single task, but labs often contain multiple closely related tasks, needing a strong motivation for more than 3 tasks, to avoid useless fragmentation. 9. Expected length of the lab session at the conference: half-day, one day, two days. This should include high-level details of planned structure of the session, e.g. participant presentations, invited speaker(s), panels, etc., to justify the requested session length. 10. Arrangements for the organisation of the lab campaign: who will be responsible for activities within the task; how will data be acquired or created, what tools or methods will be used, e.g., how will necessary queries be created or relevance assessment carried out; any other information which is relevant to the conduct of your lab. 11. If the lab proposes to set up a steering committee to oversee and advise its activities, include names, addresses, and homepage links of people you propose to be involved. Lab proposals must be submitted via EasyChair at the following address: https://easychair.org/conferences/?conf=clef2026 choosing the “CLEF 2026 Lab Proposals”track. Review Process Each proposal submitted by 17 July 2025will be reviewed by the CLEF 2026 Lab Organising Committee. The acceptance decision will be sent by email to the responsible organiser by 4 Aug 2025. The final length of the lab session at the conference will be determined based on the overall organisation of the conference and the number of participant submissions received by a lab. Advertising Labs at CLEF 2025 and ECIR 2026 Organisers of accepted labs are expected to advertise their labs at both CLEF 2025 (September 9-12, 2025, Madrid, Spain) and ECIR 2026 (March 29 - April 2, 2026, Delft, Netherlands). So, at least one lab representative should attend these events. Advertising at CLEF 2025 will consist of displaying a poster describing the new lab and advertising/announcing it during the closing session. Advertising at ECIR 2026 will consist of submitting a lab description (abstract submission deadline TBA by ECIR) to be included in ECIR 2026 proceedings and advertising the lab in a booster session during ECIR 2026. Lab Proposals from Newcomers If you have not organised a lab before, do not panic! The CLEF 2026 Lab Organising Committee Lab is willing to mentor you by offering help, guidance, and feedback on the writing of your draft lab proposal. If you are a newcomer interested in receiving guidance, please send an e-mail with the following tag in the subject “[Mentorship CLEF 2026 Lab Proposals]” to Sean.MacAvaney at glasgow.ac.uk and julia.struss at fh-potsdam.de We also encourage newcomers to refer toFriedberg et al. (2015) <https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004…>for initial guidance on preparing their proposal: Friedberg I, Wass MN, Mooney SD, Radivojac P. Ten simple rules for a community computational challenge. PLoS Comput Biol. 2015 Apr 23;11(4):e1004150. Important Dates * 14 July 2025, AoE: Proposal registration (submitting a draft/abstract to Easychair) * 14 July 2025 17 July 2025, AoE (extended):Hard deadline to submit final proposal to Easychair * 4 August 2025:Notification of lab acceptance * 9-12 September 2025:Advertising Accepted Labs at CLEF 2025, Madrid, Spain * October 2025 (TBA by ECIR):Submission of short lab description for ECIR 2026 * April 2026:Advertising labs at ECIR 2026, Delft, Netherlands * April-May:Lab evaluation cycle * May-June:Review process of participant papers * June 2026:Review of the condensed labs overviews * July 2026:CEUR-WS Working Notes Preview for Checking by Authors and Lab Organisers * 21-24 September, 2026:Labs at CLEF 2026 CLEF 2026 Lab Chairs * Julia Maria Struß, Fachhochschule Potsdam University of Applied Sciences * Sean MacAvaney, University of Glasgow -- ___________________________ Prof. Dr. Julia Maria Struß Fachhochschule Potsdam University of Applied Sciences Fachbereich Informationswissenschaften Kiepenheuerallee 5 14469 Potsdam Telefon: +49 331 580 4532 Zoom:https://fh-potsdam.zoom-x.de/my/juliamstruss

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The 31st Annual ACM Conference on Intelligent User Interfaces (IUI 2026): Second Call for Workshop & Tutorial Proposals
by Announce 11 Jul '25

11 Jul '25

*** Second Call for Workshop & Tutorial Proposals The 31st Annual ACM Conference on Intelligent User Interfaces (IUI 2026) March 23-26, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://iui.hosting.acm.org/2026/ We are pleased to invite proposals for workshops and tutorials to be held in conjunction with the 31st International ACM Conference on Intelligent User Interfaces (ACM IUI 2026), Paphos, Cyprus. Workshops aim to provide a venue for presenting research on emerging or specialized topics of interest and to offer an informal forum for discussing research questions and challenges. Potential workshop topics should be related to the general theme of the conference (“Where HCI meets AI”). Tutorials aim to provide fundamental knowledge and experience on topics related to intelligent user interfaces and the intersection between Human-Computer Interaction (HCI) and Artificial Intelligence (AI). We welcome proposals for a wide range of *full-day* or *half-day* workshops and *full-day*, *half-day* or *quarter-day* tutorial formats and activities, including but not limited to: • Mini Conferences: Workshops that focus on a specific topic and may have their own paper submission and review processes. • Interactive Formats: Workshops that encourage active participation and hands-on experiences through break-out sessions or group work to explore specific topics. They may have their own paper submission and review process or target a report summarizing the discussions and outcomes. • Emerging Work Sessions: Workshops that foster discussion around emerging ideas. Organizers may raise specific topics and invite position papers, late-breaking results, or extended abstracts. • Project-Centric Formats: Workshops tied closely to a specific existing large-scale funded project(e.g., NSF, EU) with the goal to engage a broader community. • Interactive Competitions: Formats that invite individuals and teams to participate in challenges or hackathons on selected topics relevant to IUI. • Tutorials: Sessions that provide a structured instruction on topics aligned with the conference theme, such as HCI methods, AI techniques, methodological frameworks, tools, labs or hands-on experiences for building intelligent user interfaces. Review and Oversight by Workshop and Tutorial Chairs Proposals will be reviewed and evaluated by the Workshop and Tutorial Chairs. It is possible that workshops may be cancelled, shortened, merged, or restructured if there are insufficient submissions. Workshop and Tutorial summaries will be included in the ACM Digital Library for ACM IUI 2026. We will also publish joint workshop proceedings for accepted workshop submissions (through CEUR or a similar venue). Responsibilities of Workshop and Tutorial Organizers • Coordinate the Call for Papers, including solicitation, submission handling, and peer review process. • Create and maintain a dedicated website with Workshop or Tutorial information. The IUI Website 2026 will link to this page. • Prepare and communicate Call for Participation, targeting both IUI and broader relevant communities (e.g., via mailing lists, social media, newsgroups, or offline events) • Facilitate the planned activities, including paper presentations, discussions, and/or interactive elements. • Submit a workshop or tutorial summary for inclusion in the ACM Digital Library. • Collect camera-ready papers and author agreements from workshop participants for the joint workshop proceedings (CEUR or similar). Note that for the joint proceedings (CEUR or similar), submissions should be peer-reviewed and will need to meet publishers’ guidelines. CEUR, for example, requires a 5-page minimum per contribution. Note that not all workshop and tutorial formats listed above may meet these requirements, and we may not be able to include them. IUI 2026 is an in-person event, and we expect workshop organizers to attend, allowing the workshop to be conducted on-site. One author per paper is expected to attend in person to present the work. Proposal Format Workshop or tutorial proposals should be a maximum of four pages long (single-column format). Prepare your submission using the latest templates: Word Submission Template (https://authors.acm.org/binaries/content/assets/publications/taps/acm_submi…), or the LaTex Template (https://authors.acm.org/proceedings/production-information/preparing-your-a…). For Latex, please use “\documentclass[manuscript,review]{acmart}”. The proposals should be organized as follows: • Name and title: A one-word acronym and a full title. Please indicate “(Workshop)” or “(Tutorial)” after the title, as appropriate. • Abstract: A brief summary of the workshop or tutorial. • Description of workshop or tutorial topic: Should discuss the relevance of the proposed topic to IUI and its interest for the IUI 2026 audience. Include a concise discussion of why this workshop or tutorial is particularly relevant for the intended audience and how it will complement and enhance topics covered at the main conference. • Previous history: List of previous workshops or tutorials on this topic, including the conferences that hosted them and the number of participants. If available, report on past editions of the workshop (including URLs), along with a brief statement of the workshop series (e.g., covering topics, number of paper submissions, and participants), as well as post-workshop publications over the years and acceptance statistics. If this is the first edition of the workshop, describe how it differs from others on similar topics (e.g., by including conference names and years). • Organizer(s): Names, affiliations, emails, and web pages of the organizer(s). Provide a brief description of the background of the organizer(s). Strong proposals normally include organizers who bring differing perspectives on the topic and are actively connected to the communities of potential participants. Please indicate the primary contact person and the organizers who will attend the workshop. Also, please provide a list of other workshops or tutorials organized by workshop organizers in the past. • Workshop program committee: Names and affiliation of the members of the (tentative) workshop program committee that will evaluate the workshop submissions. • Participants: Include a statement of how many participants you expect and how you plan to invite participants for the workshop or tutorial. If possible, include the names of at least 10 people who have expressed interest in participating in the workshop or tutorial. • Workshop or Tutorial activities: A brief description of the format regarding the mix of events or activities, such as paper presentations, invited talks, panels, demonstrations, teaching activities, hands-on practical exercises, and general discussion. Please also list here any materials you will make available to tutorial participants, such as slides, access to hardware or software, and handouts. • Planned outcomes of the workshop or tutorial: What are you hoping to achieve by the end of the workshop or tutorial? Please list here any planned publications or other outcomes expected. • Length: Full-day or half-day. For tutorials, we are also interested in quarter-day proposals (roughly 1.5 hours). Submission Platform • All materials must be submitted electronically to PCS 2.0 http://new.precisionconference.com/~sigchi by the proposal submission deadline. • In PCS 2.0, first click "Submissions" at the top of the page, from the dropdown menus for society, conference, and track, select "SIGCHI", "IUI 2026", and then "IUI 2026 Workshops" or “IUI 2026 Tutorials”, respectively, and press "Go". We encourage both researchers and industry practitioners to submit workshop proposals. To support diverse perspectives in the workshops, we strongly recommend including organizers from varied institutions and backgrounds. Furthermore, we welcome workshops with an innovative structure that can attract diverse types of contributions and foster valuable interactions. Prospective organizers are encouraged to contact the Workshop and Tutorial Chairs in advance (workshops2026(a)iui.acm.org) to discuss ideas, receive feedback, or seek assistance in preparing engaging proposals. Especially for workshop proposals featuring innovative interactive formats, we are happy to help further develop and implement the ideas. Important Dates (AoE) • Workshop Proposals: August 22, 2025 • Decision notification: September 19, 2025 • Tutorial Proposals: October 17, 2025 • Tutorial Decision Notification: November 21, 2025 • Camera-ready Summaries: February 6, 2026 Workshop and Tutorial Chairs Karthik Dinakar, Pienso, USA Werner Geyer, IBM Research, USA Patricia Kahr, University of Zurich, Switzerland Antonela Tommasel, CONICET, Argentina

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[CfP] DBpedia Day 2025 || SEMANTiCS conference || Sept 3
by DBpedia 10 Jul '25

10 Jul '25

==== DBpedia Day - Co-located with SEMANTiCS 2025 Vienna, Austria September 3, 2025 Submission Deadline: July 15, 2025 (AoE) Submission Form: https://forms.gle/6KNBMuRsyXs8RiD89 ==== How can Large Language Models (LLMs) benefit from structured knowledge like DBpedia? And how can we improve DBpedia to better serve the next generation of AI systems? This session invites talks on the intersection of LLMs and Knowledge Graphs, with a special emphasis on DBpedia. Our goal is to understand how to make Linked Data more useful, accessible, and trustworthy for LLM-based applications—and how to evolve DBpedia in this new AI-dominated landscape. = Topics of Interest = * Retrieval-Augmented Generation (RAG) with DBpedia * Prompt engineering for KG-aware LLMs * Query translation: From natural language to SPARQL using LLMs * Using LLMs to summarize or explain DBpedia data * LLMs as interfaces for Linked Data consumption * Automatic ontology alignment and entity linking with LLMs * Improving LLM factual accuracy with DBpedia as a trusted source * Challenges in grounding LLM output in structured knowledge * Scaling and performance considerations for hybrid KG–LLM systems * Bias, hallucination, and verification in LLMs using DBpedia * Use cases: e.g., chatbots, semantic search, Q&A systems powered by DBpedia + LLMs We welcome researchers, developers, and industry practitioners working on concrete tools, early-stage ideas, or critical perspectives. = Submission Guidelines = Please submit your proposal by July 15, 2025 (AoE) via: https://forms.gle/6KNBMuRsyXs8RiD89 Your proposal should include: * Title * Abstract (max. 300 words) * Short biography of the speaker(s) We are open to a wide range of talk formats: demos, position papers, success stories, lessons learned, or short idea pitches. Questions? Reach out to us at dbpedia(a)infai.org or check our event page https://www.dbpedia.org/blog/dbpedia-day-2025/. Join us to shape how LLMs and DBpedia can empower each other! Best regards, Julia, Milan & Sebastian DBpedia Team

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Call for Papers: HCI + NLP Workshop @EMNLP 2025
by Amanda Cercas Curry 10 Jul '25

10 Jul '25

[Apologies for cross-posting] *Fourth Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP)* We are excited to announce that the 4th iteration of HCI+NLP will be *co-located with @EMNLP in Suzhou, China* and online! The rapid advancement of NLP research has led to a variety of applications spanning a wide range of domains. With the recent popularity and growing capabilities of large language models, language technologies have been integrated into various daily applications, such as conversational search, text analysis, and writing assistance. While this widespread adoption ignites excitement, it raises pressing concerns and challenges for NLP research, including those related to real-world evaluation, bias and fairness, and model interpretability and explainability, and it is more important than ever that NLP research adopt and develop methods to incorporate people into research in meaningful ways. Perspectives from human-computer interaction (HCI) can help NLP research practitioners to advance the field in ways that are aligned with people’s needs, raising novel questions and research directions for both NLP and HCI. *Special Theme* For this iteration of the workshop, we are delighted to include a special theme: *Human involvement in post-training*. Recent advances in frontier NLP labs emphasize the importance of Reinforcement Learning with AI Feedback (RLAIF) and synthetic data, reducing human presence in the post-training process. However, as humans are the end users of or are impacted by interactive systems, we see this as an opportunity to ask about the role humans should play in the development of human-centric language technologies. We welcome any submissions engaging with this question, including *efficient learning of human preferences*, *novel forms of human feedback*, user interfaces that enable the *seamless and innovative collection of feedback*, *problems and tasks where human preferences are especially crucial*, *alternative paradigms *for human input and involvement, *different approaches’ underlying assumptions and resulting impacts*, and more. *Submissions* We welcome *research papers (up to 8 pages)*, submitted *archivally or non-archivally*. We also welcome *extended abstracts* (up to 4 pages, non-archival) presenting relevant ongoing or recently published work. We invite submissions that include (but are not limited to): provocations, critical approaches, or position papers; surveys or meta-analyses highlighting opportunities for new research; and empirical studies, system demonstrations, or other research on practical issues when deploying language technology. We also welcome *fast-track submissions* of papers rejected by other venues that are accompanied by previous reviews. For the full call for papers, including formatting guidelines and the submission site, see the workshop website. *************************************************** *Submission Deadlines*: Regular submission: August 8 Fast-track submission: September 1 *************************************************** *For more information, visit our website: * https://sites.google.com/view/hciandnlp -- *CENTAI INSTITUTE* www.centai.eu <http://www.centai.eu>

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[CfP] Final CfP for LowResNLP: Workshop on Advancing NLP for Low-Resource Languages @ RANLP 2025 (Varna, Bulgaria)
by alicia.picazo＠ua.es 10 Jul '25

10 Jul '25

Dear colleagues, We are pleased to announce the final call for papers of the *Workshop on Advancing NLP for Low-Resource Languages (LowResNLP) at RANLP 2025* The most important information at a glance: 🗓️ Deadline: July 15, Workshop: Sep 11, 12 or 13 📍 Varna, Bulgaria 🌐 https://lrlnlp.github.io/website/ Despite rapid progress in Natural Language Processing (NLP), the benefits of recent advances - especially large language models (LLMs) - remain unevenly distributed. While high-resource languages like English, French, and Chinese have seen significant performance gains, low-resource languages continue to face substantial challenges across core NLP tasks such as machine translation, sentiment analysis, named entity recognition (NER), and part-of-speech tagging. These disparities arise from a combination of factors: the scarcity of high-quality training data, limited linguistic resources, and a lack of community involvement in data collection and model development. As a result, many languages, particularly African, Indigenous, and minority languages, remain underrepresented in both academic research and deployed NLP systems. LowResNLP is a workshop dedicated to addressing these challenges by fostering research, collaboration, and discussion around methods, resources, and evaluation practices specifically designed for low-resource languages. LowResNLP seeks to actively contribute to the field by inviting submissions that specifically address the unique challenges and opportunities involved in working with low-resource languages. The workshop welcomes a broad range of topics, including but not limited to: * Language models and large language models for low-resource languages * Corpora creation and curation technologies for low-resource languages * Evaluation benchmarks for language models in low-resource languages * Language models and resources for low-resource languages in Spain * Machine/pivot translation for low-resource languages * Fairness in resources/models for low-resource languages * Prompting learning strategies for large language models * Transfer learning and Crosslingual approaches for low-resource NLP * Massively multilingual approaches to Low-Resource NLP Important Dates: Workshop paper submission deadline: 15 July 2025 (AoE) Workshop paper acceptance notification: 31 July 2025 Workshop paper camera-ready versions: 30 August 2025 Workshop camera-ready proceedings ready: 8 September 2025 Workshops: 11, 12 or 13 September 2025 Submission formats: We invite the submission of both full papers and short papers. Full papers should not exceed 8 pages (plus unlimited number of pages for references and ethics/broader impact statement). Short papers should not exceed 4 pages (plus unlimited number of pages for references and ethics/broader impact statement). All submissions should be prepared using the current ACL templates (see https://ranlp.org/ranlp2025/index.php/submissions/). Papers should be submitted through SoftConf: https://softconf.com/ranlp25/LowResNLP2025 Organizers: For any questions, please drop a mail to lowresnlp-2025-organizers(a)googlegroups.com Ernesto Luis Estevanell-Valladares (University of Alicante, Spain; University of Havana, Cuba) Alicia Picazo-Izquierdo (University of Alicante, Spain) Tharindu Ranasinghe (Lancaster University, UK) Besik Mikaberidze (Georgian Technical University, Georgia) Simon Ostermann (German Research Center for Artificial Intelligence, Germany) Daniil Gurgurov (German Research Center for Artificial Intelligence, Germany) Philipp Müller (German Research Center for Artificial Intelligence, Germany) Kurt Micallef (University of Malta, Malta) Claudia Borg (University of Malta, Malta) Michal Gregor (KINIT, Slovakia) Marián Šimko (KINIT, Slovakia) Programme Committee: Nora Aranberri (University of Basque Country) Sudhansu Bala Das (School of Languages, Literatures & Cultures and Insight SFI Research Centre for Data Analytics, University of - Galway, Ireland) Ana‑Maria Bucur (University of Bucharest) Annie Lee En-Shiun (Ontario Tech University and University of Toronto) Sofía García González (imaxin software, University of the Basque Country) Albert Gatt (Utretch University) Teresa Lynn (Mohamed bin Zayed University of Artificial Intelligence) Basab Nath (Assam University) Patrizia Paggio (University of Malta) Dhrubajyoti Pathak (National Forensic Sciences University) Fabian Schmidt (University of Würzburg) Marijn Schraagen (Utretch University) A. Seza Doğruöz (University of Ghent) Marc Tanti (University of Malta) Sunita Warjri (University of South Bohemia)

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Call for Participation: TSAR 2025 Shared Task on Readability-Controlled Text Simplification
by Stodden, Regina 10 Jul '25

10 Jul '25

📢 Call for Participation: TSAR 2025 Shared Task on Readability-Controlled Text Simplification We invite you to participate in the TSAR 2025 Shared Task on Readability-Controlled Text Simplification, aimed at generating simplifications of texts that conform to a specified target readability level, balancing reduced linguistic complexity with meaning preservation and fluency. The shared task is focused on simplifying English paragraphs to specific CEFR levels (A1, A2, B1). Input texts are at B2 level or above. Participants must produce simplified versions that match the target readability level while preserving meaning. 🗓️ Key dates: * Trial data release: July 16th * Test data release: August 15th * Submission deadline: August 26th * Results: September 2nd 🗃️ No training data provided – you're free to use any publicly available resources 📊 Evaluation: CEFR compliance, meaning preservation, reference similarity 📝 System description papers invited to TSAR 2025 @ EMNLP (Suzhou, China, Nov. 5-9) ℹ️ More info: https://tsar-workshop.github.io/shared-task/ 🔗 Registration at: https://forms.gle/p9rg7FjxaNFWcPVS7 📢 The submission for regular papers to the Workshop on Text Simplification, Accessibility and Readability (TSAR) is also still possible. ℹ️ More info: https://tsar-workshop.github.io/cfp/ 🗓️ Submission deadline: August 26th -- Regina Stodden (she/her) Postdoctoral Researcher Bielefeld University - Semantic Computing Group

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Job: ERRATUM Faculty position (Associate professor, tenure position) at Telecom Paris in Machine Learning for Natural Language Processing
by Maria Boritchev 09 Jul '25

09 Jul '25

[Apologies for cross postings][New and corrected links] ******************************************************** Faculty position (Associate professor, tenure position ) at Telecom Paris in Machine Learning for Natural Language Processing /!\ NEW LINKS /!\ Version française : [ https://institutminestelecom.recruitee.com/o/assistantassociate-professor-i… | https://institutminestelecom.recruitee.com/o/associate-professor-in-machine… ] English Version: [ https://institutminestelecom.recruitee.com/l/en/o/assistantassociate-profes… | https://institutminestelecom.recruitee.com/l/en/o/associate-professor-in-ma… ] In the team: [ https://s2a.telecom-paris.fr/resources/2025-07-01-poste-npl/ | https://s2a.telecom-paris.fr/resources/2025-07-01-poste-npl/ ] Telecom Paris has a new permanent (tenure) faculty position (Associate Professor/ “Maître/Maîtresse de conférences”) in Machine Learning for Natural Language Processing. Applicants from the following sub-research areas are particularly welcome: - Generative models, Conversational AI - Bias and Explainability in AI - Frugal Machine Learning Important Dates September 5, 2025 : closing date for applications Main missions - Participate in the design and implementation of teaching programs in the field of machine learning for language processing - Conduct research in your scientific field - Participate in the development of partnerships, collaborations and contractual relationships in your scientific field - Participate in teaching activities at Telecom Paris and its partner academic institutions (as part of joint Master programs), especially in natural language processing, speech processing, machine learning, and Data Science, including life-long training programs (e.g. the local “Mastères Spécialisés”). Candidate profile As a minimum requirement, the successful candidate will have: - A Ph.D. degree - A track record of research and publication in one or more of the following areas: machine learning, natural language processing, generative speech and signal processing, human-agent interactions, social robotics - Experience in teaching - An international postdoctoral experience is welcome but not mandatory - Excellent command of English NOTE: The candidate does *not* need to speak French to apply, just to be willing to learn the language (teaching will be mostly given in English). Other expected skills include: - Capacity to work in a team and develop good relationships with colleagues and peers - Excellent writing and pedagogical skills More about the position Place of work: Saclay (Paris outskirts) Context: - S²A (machine learning, statistics and signal processing) group [ https://www.telecom-paris.fr/en/research/laboratories/information-processin… | https://www.telecom-paris.fr/en/research/laboratories/information-processin… ] - LTCI (laboratoire de traitement et communication de l’information) [ https://www.telecom-paris.fr/en/research/laboratories/information-processin… | https://www.telecom-paris.fr/en/research/laboratories/information-processin… ] - Télécom Paris [ https://www.telecom-paris.fr/en/home | https://www.telecom-paris.fr/en/home ] Ecosystem: Télécom Paris is a founding member of the Institut Polytechnique de Paris (IP Paris, [ https://www.ip-paris.fr/en/ | https://www.ip-paris.fr/en/ ] ), a world-class scientific and technological institution. Located at the Plateau de Saclay close to Paris-Saclay University, this Institution is a partnership between Ecole Polytechnique, ENSTA Paris, ENSAE Paris, Télécom Paris, Télecom SudParis, with HEC as a key partner. Regularly ranked as one of the best engineering schools in France, Télécom Paris is recognized for its excellent training, its very good employability rate with high salaries, its high-level research, and its very close proximity to companies. The THE (Times Higher Education, [ https://www.telecom-paris.fr/times-higher-education-telecom-paris-6th-best-… | https://www.telecom-paris.fr/times-higher-education-telecom-paris-6th-best-… ] ) ranks Télécom Paris 2nd best French engineering school, 5th better French university, and 6th « best small university ». The newly created institution IP Paris was ranked in the top 50 best universities in the QS world university ranking. In the context of the Institut Polytechnique de Paris, the activities in Data Science and AI of the team benefit from the center Hi!Paris ( [ https://www.hi-paris.fr/ | https://www.hi-paris.fr/ ] ), offering seminars, workshops, and fundings through calls for project. How to apply? Applications must be submitted via one of the following websites: French Version [ https://institutminestelecom.recruitee.com/o/assistantassociate-professor-i… | https://institutminestelecom.recruitee.com/o/assistantassociate-professor-i… ] English Version [ https://institutminestelecom.recruitee.com/l/en/o/assistantassociate-profes… | https://institutminestelecom.recruitee.com/l/en/o/assistantassociate-profes… ] Applicants should submit: - Cover letter, - Curriculum vitae, - Statements of research and teaching interests (4 pages maximum each) - Three publications - Contact information for two references Contacts - please contact us directly before applying: Maria Boritchev Matthieu Labeau Stéphan Clémençon (Head of the S²A group) Florence Tupin (Head of the IDS department)

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Call for Short Papers (Posters): SemDial 2025 – The 29th Workshop on the Semantics and Pragmatics of Dialogue (Bialogue)
by Hendrik Buschmeier 09 Jul '25

09 Jul '25

# Call for Short Papers (Posters): SemDial 2025 – The 29th Workshop on the Semantics and Pragmatics of Dialogue (Bialogue) Website: https://semdial2025.github.io/ ## Information We invite submissions for ‘Bialogue 2025’, the 29th edition of the SemDial workshop series at Bielefeld University, Germany. This conference brings together researchers working on the semantics and pragmatics of dialogue across diverse disciplines, including formal semantics, computational linguistics, artificial intelligence, philosophy, psychology, and neuroscience. ## Topics This year, the conference will center around the theme “Meaningful Interaction”. We particularly encourage work that explores this theme, but submissions are welcome from all areas presenting formal, computational, and empirical approaches to the semantics and pragmatics of dialogue, including but not limited to: * Dynamics of agents’ information states in dialogue * Common ground and mutual belief * Goals, intentions, and commitments in communication * Turn-taking and interaction control * Semantic and pragmatic interpretation in dialogue * Dialogue and discourse structure * Categorization of dialogue phenomena in corpora * Child-adult interaction and language learning through dialogue * Gesture, gaze, and intonational meaning in communication * Multimodal dialogue * Interpretation and reasoning in spoken dialogue systems * Dialogue management, design, and evaluation * Modeling miscommunication, disfluency, and repair * Interdisciplinary perspectives, including enactive and ecological approaches to dialogue * Applications of innovative theoretical models to dialogue research ## Submission Details Submissions should meet the following requirements: * Papers should be original, unpublished, and not under review elsewhere. * Papers that have been or will be submitted to other meetings or publications must provide this information, using a footnote on the title page of the submissions. * Papers should follow the ACL 2025 formatting guidelines and use the ACL submission templates. * Submissions should be anonymized PDF-files. ### Short Papers (Posters) At most 2 pages of content (up to 1 additional page allowed for references). Submission to this track can be non-archival on request. Submission: Please submit your short paper (poster) via Open Review: https://openreview.net/group?id=SemDial.org/2025/Bialogue ## Important Dates All deadlines are 23:59 UTC -12h (“Anywhere on Earth”) Short Paper/Poster Deadline July 18, 2025 Notification (short) July 25, 2025 Camera Ready (short/posters) August 9, 2025 Registration Deadline August 15, 2025 SemDial 2025 Conference September 3–5, 2025 -- Hendrik Buschmeier Digital Linguistics Lab Faculty of Linguistics and Literary Studies, Bielefeld University https://purl.org/net/hbuschme

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INLG 2025: Third Call for Papers (New paper submission deadline: July 18, 2025)
by Saad Mahamood 09 Jul '25

09 Jul '25

Dear Corpora list members, I am sharing this CFP on the behalf of the Program Chairs of INLG 2025. Apologies in advance for any cross-posting. Saad. ------- I am excited to share that we will have some great Keynote Speakers this year, including Verena Rieser (Google DeepMind), Minlie Huang (黄民烈; Tsinghua University), Hadas Kotek (Apple), Mike White (Ohio State University) and Iryna Gurevych (TU Darmstadt). The event will be held from October 29 - November 2 in Hanoi, Vietnam, just before EMNLP 2025 in Suzhou, China. Please note, we have decided to extend the paper submission deadline to July 18, 2025. Third Call for Papers: 18th International Natural Language Generation Conference INLG 2025 We invite the submission of long and short papers, as well as system demonstrations, related to all aspects of Natural Language Generation (NLG), including Large Language Models (LLMs). Accepted papers will be presented as oral talks or posters. The event is organized under the auspices of the Special Interest Group on Natural Language Generation (SIGGEN) (https://aclweb.org/aclwiki/SIGGEN) of the Association for Computational Linguistics (ACL) (https://aclweb.org/). The event will be held from October 29 - November 2 in Hanoi, Vietnam. INLG 2025 will be taking place before EMNLP 2025 (5-9 November) in Suzhou, China. Important dates - All deadlines are Anywhere on Earth (UTC-12) START system regular paper submission deadline: July 18, 2025 (NEW) ARR commitment to INLG deadline via START system: August 7, 2025 START system demo paper submission deadline: July 24, 2025 Notification: August 21, 2025 Camera ready: September 15, 2025 Conference: October 29 - November 2, 2025 Topics INLG 2025 solicits papers on any topic related to NLG. General topics of interest include, but are not limited to: Large Language Models (LLMs) for NLG Evaluation and error analysis of NLG systems Explainability and Trustworthiness of NLG systems Generalizability of NLG systems Bias and fairness in NLG systems Thinking models for NLG Affect/emotion generation Analysis and detection of automatically generated text Cognitive modeling of language production Computational efficiency of NLG models Content and text planning Corpora and resources for NLG Ethical considerations of NLG Grounded language generation Lexicalisation Multimedia and multimodality in generation Natural language understanding techniques for NLG NLG and accessibility NLG in speech synthesis and spoken language models NLG in dialogue systems and chatbots NLG for human-robot interaction NLG for low-resourced languages NLG for real-world applications Paraphrasing, summarization and translation Personalisation and variation in text Referring expression generation Storytelling and narrative generation Surface realization System architectures Submissions & Format Three kinds of papers can be submitted: Long papers are most appropriate for presenting substantial research results and must not exceed eight (8) pages of content, plus unlimited pages of ethical considerations, supplementary material statements, and references. The supplementary material statement provides detailed descriptions to support the reproduction of the results presented in the paper (see below for details). The final versions of long papers will be given one additional page of content (up to 9 pages) so that reviewers' comments can be taken into account. Short papers are more appropriate for presenting an ongoing research effort and must not exceed four (4) pages, plus unlimited pages of ethical considerations, supplementary material statements, and references. The final versions of short papers will be given one additional page of content (up to 5 pages) so that reviewers' comments can be taken into account. Demo papers should be no more than two (2) pages, including references, and should describe implemented systems relevant to the NLG community. It also should include a link to a short screencast of the working software. In addition, authors of demo papers must be willing to present a demo of their system during INLG 2025. Submissions should follow ACL Author Guidelines (https://www.aclweb.org/adminwiki/index.php?title=ACL_Author_Guidelines) and policies for submission, review and citation, and be anonymised for double blind reviewing. Please use ACL 2023 style files; LaTeX style files and Microsoft Word templates are available at https://acl-org.github.io/ACLPUB/formatting.html Authors must honor the ethical code set out in the ACL Code of Ethics (https://www.aclweb.org/portal/content/acl-code-ethics). If your work raises any ethical issues, you should include an explicit discussion of those issues. This will also be taken into account in the review process. You may find the following checklist of use: https://aclrollingreview.org/responsibleNLPresearch/ Authors are strongly encouraged to ensure that their work is reproducible; see, e.g., the following reproducibility checklist (https://2021.aclweb.org/calls/reproducibility-checklist/). Papers involving any kind of experimental results (human judgments, system outputs, etc) should incorporate a data availability statement into their paper. Authors are asked to indicate whether the data is made publicly available. If the data is not made available, authors should provide a brief explanation why. (E.g. because the data contains proprietary information.) A statement guide is available on the INLG 2025 website: https://inlg2025.github.io/ To submit a long or short paper to INLG 2025, authors can either submit directly or commit a paper previously reviewed by ARR via the same paper submission site (https://softconf.com/p/inlg2025/). For direct submissions, the deadline for submitting papers is July 18, 2025 (NEW), 11:59:59 AOE. If committing an ARR paper to INLG, the submission is also made through the INLG 2025 paper submission site, indicating the link of the paper on OpenReview. The deadline for committing an ARR paper to INLG is August 7, 2025, 11:59:59 AOE, and the last eligible ARR paper submission deadline for INLG 2025 is May 19, 2025. It is important to note that when committing an ARR paper to INLG, it should be submitted through the INLG 2025 paper submission site, just like a direct submission paper, with the only difference being the need to provide the OpenReview link to the paper and to provide an optional author response to reviews. Demo papers should be submitted directly through the INLG 2025 paper submission site (https://softconf.com/n/inlg2025/) by July 24, 2025, 11:59:59 AOE. All accepted papers will be published in the INLG 2025 proceedings and included in the ACL anthology. A paper accepted for presentation at INLG 2025 must not have been presented at any other meeting with publicly available proceedings. Dual submission to other conferences is permitted, provided that authors clearly indicate this in the submission form. If the paper is accepted at both venues, the authors will need to choose which venue to present at, since they can not present the same paper twice. Finally, at least one of the authors of an accepted paper must register to attend the conference. Awards INLG 2025 will present several awards to recognize outstanding achievements in the field. These awards are: Best Long Paper Award: This award will be given to the best long paper submission based on its originality, impact, and contribution to the field of NLG. Best Short Paper Award: This award will be given to the best short paper submission based on its originality, impact, and contribution to the field of NLG. Best Demo Paper Award: This award will recognize the best demo paper submitted to the conference. This award considers not only the paper's quality but also the demonstration given at the conference. The demonstration will play a significant role in the judging process. Best Evaluation Award: This award honors the authors who have demonstrated the most comprehensive and insightful analysis in evaluating their results. This award aims to highlight papers where the authors have gone the extra mile in providing a thorough and detailed analysis of their results, offering a nuanced understanding of their findings.

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Postdoc position: Empirical Approaches to Legal Interpretation (Georgetown University, Washington, DC)
by Nathan Schneider 09 Jul '25

09 Jul '25

The NERT lab <http://nert.georgetown.edu/> at Georgetown University in Washington, DC has an open postdoctoral position for a project at the intersection of linguistics, computation, and law. Applications will be reviewed on a rolling basis, beginning this *Friday, July 11*. A start date early in Fall 2025 is preferred. Questions about the position should be directed to nathan.schneider(a)georgetown.edu. https://apply.interfolio.com/170055 *Post Doctoral Associate - Empirical Approaches to Legal Interpretation* The Georgetown Initiative on Technology and Society is seeking a Postdoctoral Fritz Research Fellow to conduct research in Washington, DC in the emerging area of empirical approaches to legal interpretation (see https://solid-symposium.github.io/2025/ for examples of interdisciplinary research in this space). We seek candidates with a Ph.D. in Linguistics, Computer Science, Cognitive Science, or a related field who bring expertise in linguistic and/or computational methodologies that can apply to the study of legal interpretation. The postdoc will lead collaborative research initiatives with deliverables such as datasets, software, scholarly publications and public-facing contributions. The position will be housed in the research group of Prof. Nathan Schneider under the Departments of Computer Science and Linguistics, with additional mentorship by Prof. Kevin Tobia (GU Law Center); the fellow will be an active member of the intellectual life of the lab, the Tech and Society community, and the broader university. Synergistic professional development opportunities may include co-mentorship of research students in the lab and co-development of grant proposals. Along with mentored research, this fellow will join a cohort of Fritz Family Fellows ranging from undergraduate students through postdoctoral fellows. Each fellow will be working on a different project co-designed and mentored by faculty from at least two different parts of the campus. Ultimately, the Fritz Family Fellowship aims to cultivate the next generation of leaders with expertise in the social impacts of technology, and build a network of public interest technologists who learn from and support each other’s work. -- Nathan Schneider Associate Professor of Linguistics and Computer Science, Georgetown University http://nathan.cl

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Final CfP: Interdisciplinary Workshop on Observations of Misunderstood, Misguided and Malicious Use of Language Models (OMMM 2025)
by Piotr Przybyła 08 Jul '25

08 Jul '25

We are pleased to invite submissions for the first Interdisciplinary Workshop on Observations of Misunderstood, Misguided and Malicious Use of Language Models (OMMM 2025). The workshop will be held with the RANLP 2025 conference in Varna, Bulgaria, on 11-13 September 2025. Overview The use of Large Language Models (LLMs) pervades scientific practices in multiple disciplines beyond the NLP/AI communities. Alongside benefits for productivity and discovery, widespread use often entails misuse due to misalignment of values, lack of knowledge, or, more rarely, malice. LLM misuse has the potential to cause real harm in a variety of settings. Through this workshop, we aim to gather researchers interested in identifying and mitigating inappropriate and harmful uses of LLMs. These include misunderstood usage (e.g., misrepresentation of LLMs in the scientific literature); misguided usage (e.g., deployment of LLMs without adequate training or privacy safeguards); and malicious usage (e.g., generation of misinformation and plagiarism). Sample topics are listed below, but we welcome submissions on any domain related to the scope of the workshop. Important Dates Submission deadline *[NEW]*: *15 July 2025*, at 23:59 Anywhere on Earth Notification of acceptance: 01 August 2025 Camera-ready papers due: 30 August 2025 Workshop dates: September 11, 12, or 13, 2025 Submission Guidelines Submissions will be accepted as short papers (4 pages) and as long papers (8 pages), plus additional pages for references. All submissions undergo a double-blind review, so they should not include any identifying information. Submissions should conform to the RANLP guidelines; for further information and templates, please see https://ranlp.org/ranlp2025/index.php/submissions/ We welcome submissions from diverse disciplines, including NLP and AI, psychology, HCI, and philosophy. We particularly encourage reports on negative results that provide interesting perspectives on relevant topics. In-person presenters will be prioritised when selecting submissions to be presented at the workshop, but the workshop will take place in a hybrid format. Accepted papers will be included in the workshop proceedings in the ACL Anthology. Papers should be submitted on the RANLP conference system at https://softconf.com/ranlp25/OMMM2025/ Keynote Speaker We are excited to have Dr. Stefania Druga as the keynote speaker for the inaugural OMMM workshop. Dr. Druga is a Research Scientist at Google DeepMind, where she designs novel multimodal AI applications. Topics of Interest We welcome paper submissions on all topics related to inappropriate and harmful uses of LLMs, including but not limited to: - Misunderstood use (and how to improve understanding): - Misrepresentation of LLMs (e.g., anthropomorphic language) - Attribution of consciousness - Interpretability - Overreliance on LLMs - Misguided use (and how to find alternatives): - Underperformance and inappropriate applications - Structural limitations and ethical considerations - Deployment without proper training or safeguards - Malicious use (and how to mitigate it): - Adversarial attacks, jailbreaking - Detection and watermarking of machine-generated content - Generation of misinformation or plagiarism - Bias mitigation and trust design For more information, please refer to the workshop website: https://ommm-workshop.github.io/2025/. For any questions, please contact the organisers at ommm-workshop(a)googlegroups.com. The organisers, Piotr Przybyła, Universitat Pompeu Fabra Matthew Shardlow, Manchester Metropolitan University Clara Colombatto, University of Waterloo Nanna Inie, IT University of Copenhagen

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Deadline extension - Workshop SIR@IWCS2025
by Amandine Decker 08 Jul '25

08 Jul '25

*apologies for cross-postings* === Workshop SIR === First Workshop on Semantics for Interdisciplinary Research SIR@IWCS2025 - Düsseldorf - September 24 2025 ================================= https://team.inria.fr/semagramme/first-workshop-on-semantics-for-interdisci… https://openreview.net/group?id=inria.fr/INRIA/S%C3%A9magramme/2025/SIR01 ================================= In recent years, Natural Language Processing (NLP) has increasingly intersected with the humanities and social sciences, offering new methodologies for analyzing textual data, interpreting meaning, and modelling language-based phenomena. The potential for multi-disciplinary research using NLP methods is particularly great in computational semantics (CS), as its ability to process and represent meaning opens up innovative pathways for researchers in history, philosophy, literary studies, political science, etc. This workshop aims to explore how semantic models and tools can be leveraged to tackle traditional and emerging questions in the Humanities in a broader sense (Social Sciences, Law, Economics, Management, Literature, Languages, Art, …). A major theme of SIR is the role of semantics in NLP applied to the humanities (both statistical and symbolic approaches). === Topics to Explore === • CS and the humanities: issues, tools and applications • Quantitative and qualitative approaches as a breakthrough in the Humanities • NLP transforming humanities issues • Contributions and limitations for understanding meaning • Links between formal semantics and neural models • Ambiguity, polyphony and interpretation in the Humanities • Ethics and bias in semantic modelling • Interdisciplinary dialogue between AI, NLP and Humanities === Dates === • Deadline : July 21st (anywhere on earth) (previously July 14th) • Notification : August 25th (anywhere on earth) • Camera Ready : September 10th (anywhere on earth) • Workshop : September 24th (anywhere on earth) === Submission Information === Papers should describe original research and must not exceed 4 pages (with an extra page in the camera ready version for accepted papers). Papers should be submitted no later than 21 July 2025 (anywhere on earth). Accepted papers will be published in the conference proceedings in the ACL Anthology. For inclusion in the proceedings, at least one author must register to the conference and present the paper in person. Submissions should be fully anonymous to ensure double-blind reviewing. === Submission === https://openreview.net/group?id=inria.fr/INRIA/S%C3%A9magramme/2025/SIR01 === Style Files === The workshop follow the IWCS 2025 template see the workshop web page. === Organizers === Maxime Amblard, Université de Lorraine Ellen Breitholtz, Gothenburg University === Contact === maxime.amblard(a)univ-lorraine.fr and ellen.breitholtz(a)ling.gu.se

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ACL'25 Tutorial on "Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers"
by ACL Announcements 08 Jul '25

08 Jul '25

Dear ACL members and ACL'25 attendees, At ACL 2025 in Vienna, we will host a Tutorial on "Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers" (https://2025.aclweb.org/program/tutorials/). So if you ever wanted to learn (more) about ethical challenges or to understand them better, this is your chance. In order to tailor the tutorial to the attendees' needs, we set up a small survey, which should only take about 5-10 minutes to fill out. It gives you a chance to tell us about what your needs are to understand Ethical Challenges in NLP better. And we can take your needs into account. Please participate both in the survey and in the tutorial -- the more the merrier! You can find it here: https://www.soscisurvey.de/tutorial484456/ Best regards Margot Mieskes (on behalf of the Tutorial Organizers)

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Second Call for Papers: Identity-Aware AI 2025
by Soda Marem Lo 08 Jul '25

08 Jul '25

Ethical and Technical Challenges for Identity-Aware AI Workshop at ECAI 2025 <https://ecai2025.org/workshops/>, Bologna, Italy, October 25-30. https://identity-aware-ai.github.io/ Workshop theme: What makes each of us unique, and which ethical and technical challenges does this imply? Overview What makes us unique? Language (and thus the automatic processing of it) is about people and what they mean. However, current practice relies on the assumptions that the involved humans are all the same, and that if enough data (and compute power) is present, the resulting generalizations will be robust enough and represent the majority. This approach often harms marginalized communities and ignores the notion of identity in models and systems. Our interdisciplinary workshop aims to raise the question of “what makes each of us unique?” to the AI community. We seek to gather researchers from diverse fields to understand how the identities of all stakeholders — e.g., the individuals projecting their views in texts, the individuals perceiving the texts, the individuals mentioned and those not mentioned in the texts — should be considered in future research in AI. Workshop Goals - The development of a shared and interdisciplinary understanding of identities and how identity is treated in AI. - The development of new methods that push the effective, fair, and inclusive treatment of individuals in AI to the next level. Topics of Interest We invite submissions on the following topics: - Approaches to model subjective phenomena: Personalization and perspectivist methods that leverage disaggregated labeled data, encoding annotator metadata on their beliefs, moral values, sociodemographic features, or personal narratives. ML methods to address the challenges of “learning from disagreements” both from the development of new models and the collection of data to train such models. - Methods for detecting and controlling bias in models and data: Techniques to audit fairness, enforce fairness constraints, and learn fair representation from data, in order to enhance the fairness of models while maintaining their predictive reliability. Ethical challenges for LLMs in identity-aware dialog and tasks: diversity, stereotypes, harms. - The role of sociodemographics in LLMs: Such as which characteristics (and disagreements) they embody and how to measure their capacity for representing and reasoning about diverse types of identities. - Challenges for applying AI methods to model socio-political phenomena: Including polarization, impact of media consumption on public opinion formation, agenda setting, deliberation support, and how integrating identity into AI methods can influence the accuracy for these tasks. - NLP work at the intersection with social psychology: The methodological foundation for quantitative investigation of identity-related topics. The reflection on best practices to reliably measure complex constructs such as morals and values. Detection and analysis of personal narratives across cultures. - Accountability of AI in the eye of the general public: The role of LLMs, and the responsibilities of AI and NLP developers for ethical use of identities. - NLP work at the intersection of survey science: The use of LLMs to model and simulate individuals and subpopulations; the role of LLMs in personalizing information elicitation; and methodological approaches to address data contamination and response validation when LLMs are used by either researchers or respondents. Submission Types We welcome the following types of submissions: - Long papers: Up to 8 pages (excluding references) - Short papers: Up to 4 pages (excluding references) - Non-archival submissions, student project presentations, mixed-media submissions: No page limit - For non-archival submissions, we welcome creative formats including: - Art, poetry, music - Blog posts - Jupyter notebooks - Teaching materials - TikToks and videos - Findings papers - Late-breaking papers - Extended abstracts - For creative format submissions, please submit a PDF containing: - A summary or abstract of your work - A link to your work (if hosted externally) - Any additional context or documentation Submission Guidelines - All submissions will be double-blind reviewed - Submissions should follow ECAI formatting guidelines <https://www.ecai2024.eu/calls/main-track> with the latex template here <https://ecai2024.eu/download/ecai-template.zip> - Submit your paper through EasyChair <https://easychair.org/conferences/?conf=identityawareai2025> - Accepted papers will be published in the workshop proceedings through CEUR Workshop Format The workshop will be a half-day event featuring: - Keynote speeches from leading experts in the field - Paper presentations (oral and lightning talks) - Participatory design activity to develop a shared interdisciplinary vocabulary, identify current gaps in datasets for studying identity, and design a vision for collecting new datasets - Special student project session We are committed to ensuring that our workshop is accessible to all. The workshop will be held in a hybrid format, allowing both in-person and virtual participation. Important Dates - Submissions: 22 August - Notifications: 26 September - Camera-ready: 3 October - Workshop: 25 October Diversity & Inclusion We actively encourage submissions from underrepresented communities and countries. The workshop organizers will provide mentorship and thorough feedback, especially to first-time authors and reviewers. Organizers - Pranav A (University of Hamburg) - Valerio Basile (University of Turin) - Neele Falk (University of Stuttgart) - David Jurgens (University of Michigan) - Gabriella Lapesa (GESIS, Leibniz Institute for the Social Sciences & Heinrich-Heine University of Düsseldorf) - Anne Lauscher (University of Hamburg) - Soda Marem Lo (University of Turin) Contact For queries, please contact: identity-aware-ai(a)googlegroups.com Join us at Identity-aware AI 2025 to contribute to this important conversation!

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Job: Faculty position (Associate professor, tenure position) at Telecom Paris in Machine Learning for Natural Language Processing
by Maria Boritchev 08 Jul '25

08 Jul '25

[Apologies for cross postings] ******************************************************** Faculty position (Associate professor, tenure position) at Telecom Paris in Machine Learning for Natural Language Processing Version française : [ https://institutminestelecom.recruitee.com/o/assistantassociate-professor-i… | https://institutminestelecom.recruitee.com/o/assistantassociate-professor-i… ] English Version: [ https://institutminestelecom.recruitee.com/l/en/o/assistantassociate-profes… | https://institutminestelecom.recruitee.com/l/en/o/assistantassociate-profes… ] Telecom Paris has a new permanent (tenure) faculty position (Associate Professor/ “Maître/Maîtresse de conférences”) in Machine Learning for Natural Language Processing. Applicants from the following sub-research areas are particularly welcome: - Generative models, Conversational AI - Bias and Explainability in AI - Frugal Machine Learning Important Dates September 5, 2025 : closing date for applications Main missions - Participate in the design and implementation of teaching programs in the field of machine learning for language processing - Conduct research in your scientific field - Participate in the development of partnerships, collaborations and contractual relationships in your scientific field - Participate in teaching activities at Telecom Paris and its partner academic institutions (as part of joint Master programs), especially in natural language processing, speech processing, machine learning, and Data Science, including life-long training programs (e.g. the local “Mastères Spécialisés”). Candidate profile As a minimum requirement, the successful candidate will have: - A Ph.D. degree - A track record of research and publication in one or more of the following areas: machine learning, natural language processing, generative speech and signal processing, human-agent interactions, social robotics - Experience in teaching - An international postdoctoral experience is welcome but not mandatory - Excellent command of English NOTE: The candidate does *not* need to speak French to apply, just to be willing to learn the language (teaching will be mostly given in English). Other expected skills include: - Capacity to work in a team and develop good relationships with colleagues and peers - Excellent writing and pedagogical skills More about the position Place of work: Saclay (Paris outskirts) Context: - S²A (machine learning, statistics and signal processing) group [ https://www.telecom-paris.fr/en/research/laboratories/information-processin… | https://www.telecom-paris.fr/en/research/laboratories/information-processin… ] - LTCI (laboratoire de traitement et communication de l’information) [ https://www.telecom-paris.fr/en/research/laboratories/information-processin… | https://www.telecom-paris.fr/en/research/laboratories/information-processin… ] - Télécom Paris [ https://www.telecom-paris.fr/en/home | https://www.telecom-paris.fr/en/home ] Ecosystem: Télécom Paris is a founding member of the Institut Polytechnique de Paris (IP Paris, [ https://www.ip-paris.fr/en/ | https://www.ip-paris.fr/en/ ] ), a world-class scientific and technological institution. Located at the Plateau de Saclay close to Paris-Saclay University, this Institution is a partnership between Ecole Polytechnique, ENSTA Paris, ENSAE Paris, Télécom Paris, Télecom SudParis, with HEC as a key partner. Regularly ranked as one of the best engineering schools in France, Télécom Paris is recognized for its excellent training, its very good employability rate with high salaries, its high-level research, and its very close proximity to companies. The THE (Times Higher Education, [ https://www.telecom-paris.fr/times-higher-education-telecom-paris-6th-best-… | https://www.telecom-paris.fr/times-higher-education-telecom-paris-6th-best-… ] ) ranks Télécom Paris 2nd best French engineering school, 5th better French university, and 6th « best small university ». The newly created institution IP Paris was ranked in the top 50 best universities in the QS world university ranking. In the context of the Institut Polytechnique de Paris, the activities in Data Science and AI of the team benefit from the center Hi!Paris ( [ https://www.hi-paris.fr/ | https://www.hi-paris.fr/ ] ), offering seminars, workshops, and fundings through calls for project. How to apply? Applications must be submitted via one of the following websites: French Version [ https://institutminestelecom.recruitee.com/o/assistantassociate-professor-i… | https://institutminestelecom.recruitee.com/o/assistantassociate-professor-i… ] English Version [ https://institutminestelecom.recruitee.com/l/en/o/assistantassociate-profes… | https://institutminestelecom.recruitee.com/l/en/o/assistantassociate-profes… ] Applicants should submit: - Cover letter, - Curriculum vitae, - Statements of research and teaching interests (4 pages maximum each) - Three publications - Contact information for two references Contacts - please contact us directly before applying: Maria Boritchev Matthieu Labeau Stéphan Clémençon (Head of the S²A group) Florence Tupin (Head of the IDS department)

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[Final CFP] MAHED 2025: the First Shared Task on Multimodal Detection of Hope and Hate Emotions in Arabic Content
by Wajdi Zaghouani 07 Jul '25

07 Jul '25

We’re excited to launch MAHED 2025, the first multimodal shared task on Hope and Hate Detection in Arabic content, part of ArabicNLP 2025 @ EMNLP 2025. This challenge promotes ethical AI in Arabic by addressing hate speech, hope speech, and emotion detection in both text and memes. Website: https://marsadlab.github.io/mahed2025/ Three Tasks: 1. Hope & Hate Speech Classification Classify Arabic text as hope, hate, or neutral. Register: https://www.codabench.org/competitions/9136/ 2. Multitask Emotion & Offensive Detection Detect emotions, offensive language, and hate in text. Register: https://www.codabench.org/competitions/9166/ 3. Multimodal Hateful Meme Detection Identify hate in Arabic memes (text + image). Register: https://www.codabench.org/competitions/9192/ Key Dates: * June 10: Data & scripts released * July 20: Final registration & test set * July 25: Submission deadline * Nov 5–9: Workshop @ EMNLP 2025, Suzhou, China

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17 month postdoc position in Natural Language Processing at the University of Copenhagen
by Desmond Elliott 07 Jul '25

07 Jul '25

The Natural Language Processing Section at the Department of Computer Science at University of Copenhagen is advertising a 17 month position for a Postdoctoral Researcher in Natural Language Processing. The position involves interdisciplinary research on the development and evaluation of large language models for low-resourced langauges, primarily focusing on Danish and other Nordic languages. The research will focus on post-training methods for these low-resourced languages, for example, by investigating the role of synthetic data, among other data augmentation techniques, and the role of in-context learning in modelling low-resource languages. Applicants are also expected to contribute to work on data pre-processing, tokenization, model training. The candidate will be affiliated to the project group Danish Foundation Models, (https://www.foundationmodels.dk/) which is a collaboration between several major universities in Denmark addressing the aforementioned initiative, including Aarhus University, Southern Danish University, the Alexandra Institute, and the University of Copenhagen. The candidate will be co-supervised from both the Centre for Language Technology and the Department of Computer Science and will be physically located in both places during their employment. The successful candidate will join the Language and Multimodal Processing group, which is part of a section with a strong, international, and diverse environment for research within core as well as emerging topics in natural language processing, natural language understanding, computational linguistics, and multi-modal language processing. It is housed within the main Science Campus, which is centrally located in Copenhagen. Further information about the group is available here: https://lampgroup.github.io/, and further information about the Department is available here: https://di.ku.dk/english/. The application deadline is August 15, 2025, with interviews on September 4, 2025, and a start date of 15 October, 2025, or as soon as possible thereafter. Further information about the position can be found here: https://employment.ku.dk/faculty/?show=164490. Inquiries about the position can be made at de(a)di.ku.dk. Interested candidates can also reach out to schedule an informal discussion during the ACL 2025 conference in Vienna.

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New Publication in Corpus Linguistics
by Susan Hunston 07 Jul '25

07 Jul '25

Dear list members, I'm delighted to announce an exciting new publication in the Cambridge Elements in Corpus Linguistics series. The title is "Automatic Image Tagging for Corpus Linguistics: a multimodal study of news representations of Islam", and the authors are Paul Baker, Hanna Schmük and Yufang Qian. The Element offers a test of Vertex AI for automatically tagging images, using analyses of the written text, the images, and the interaction between them. It offers a critical evaluation of the software used in this context, and also acts as a practical guide for researchers in this area. The Element is available as an Open Access publication here: Automatic Image Tagging for Corpus Linguistics<https://www.cambridge.org/core/elements/automatic-image-tagging-for-corpus-…> Susan Hunston

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PhD scholarship in (Computational) History / Cultural Anthropology / Ecology / Geography
by Haider, Thomas 07 Jul '25

07 Jul '25

The Hansen Foundation is offering a doctoral scholarship in (Computational) History / Cultural Anthropology / Ecology / Geography at the University of Passau as soon as possible. With your relevant work, we are looking for correlations and possibly interactions between cultural factors on the one hand and landscape factors on the other in the region of the entire Šumava (Bavarian Forest). The area under investigation is not only attractive because of its nature and proximity to Passau, but is also particularly interesting for the research question, as the Šumava is a region that was and is characterized by (historical and current) political borders, but geologically represents a uniform mountain landscape. The scholarship is embedded in the project “Regional Collectives at the End of the Weimar Republic” of the Passau Chairs of German Linguistics and Computational Humanities. For the first time, we are systematically processing the materials of the Atlas of German Folklore (1930-1935) for Bavaria - the largest humanities research project ever undertaken in Germany. The atlas used questionnaires to document people's everyday culture at the end of the Weimar Republic. For Bavaria alone, there are a total of 450,000 data records for 1,820 places, which are available to you for your doctoral project. You will enrol as a doctoral student at the University of Passau and be supervised by Professor Dr Malte Rehbein (Computational Humanities), who will serve as your primary advisor. At the same time, you will receive non-personalised support from the Hansen Foundation and its subordinate Research Centre for the Study of Collectives at the University of Regensburg. The project is embedded in a broader research context that includes collaboration with another scholarship holder, the research initiatives of the Chairs of Computational Humanities and Linguistics, the Computational Historical Ecology research programme, and the Passau Methodikum. It is designed to transcend traditional disciplinary boundaries and encourage a shift in perspective. Depending on your academic background, you will bring a focus from ecological, historical, cultural studies, or historical-geographical perspectives. A central aspect of the project is the joint consideration of research subjects as machine-readable data. The dissertation will also contribute to the development of a “Big Data source criticism,” which adapts and extends traditional historical methodology to large-scale datasets. Requirements include a successfully completed university degree with a focus in history, folklore/empirical cultural anthropology, geography, ecology, digital humanities, or a related field. You should have a strong interest in topics such as environmental, everyday, or social history, cultural or geoanthropology, or historical ecology. As our work is data-driven, you will need relevant skills in the analysis of research data — for example, through quantitative methods, databases, geographic information systems (GIS), or text and data mining. You will be closely integrated into the Passau-based research groups throughout your project and will have the opportunity to acquire and develop any necessary skills there. A good reading proficiency in German is required. The financial support provided by the foundation amounts to €1,400 per month (tax-free). The foundation permits up to ten hours of secondary employment per week. If the necessary qualifications and funding are in place, this may take the form of work on another research project within the Chair of Computational Humanities. The scholarship is limited to two years. We will actively support the search for follow-up funding to complete the doctorate in good time. Residency in Passau is desirable and beneficial, but not a strict requirement. Curious? Interested? Then please submit an academic CV including transcripts, along with a motivation letter outlining your interest in the project and in pursuing further academic qualifications (in a single PDF). If your application sparks our curiosity and interest, we will invite you to an interview. Please send your application directly to malte.rehbein(a)uni-passau.de by 25 July 2025. If you have any questions, feel free to contact Malte Rehbein directly. Link: https://che.hypotheses.org/883 ---- Dr. phil. Thomas Nikolaus Haider Computational Humanities and Multilingual Computational Linguistics University of Passau

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Call for Papers: CASE 2025 @ RANLP (8. Challenges and Applications of Automated Extraction of Socio-political Events from Texts)
by Ali Hurriyetoglu 06 Jul '25

06 Jul '25

Call for Papers: CASE 2025 @ RANLP (8. Challenges and Applications of Automated Extraction of Socio-political Events from Texts) Dear Colleagues, We are pleased to announce the 8th edition of the Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, held in conjunction with RANLP 2025 (https://ranlp.org/ranlp2025/)! CASE is a leading venue for research, resources, and practical advances in automated event extraction and analysis, focusing on social and political event data. It has been organized consistently in top venues like ACL, EMNLP, EACL, etc. We invite submissions of research papers, resource papers, and position papers addressing (but not limited to) the following topics: • Event extraction at the sentence, document, or cross-document level, including event coreference. • Creation and annotation of datasets for event extraction. • Modeling event-event relations such as subevents, causal, temporal, and spatial links. • Evaluation of event datasets: reliability, validity, and coverage. • Event schemas and ontologies: population, definition, and enrichment. • Tools, pipelines, and infrastructure for event annotation and analysis. • Linguistic aspects of event representation: lexical, syntactic, semantic, discursive, and pragmatic. • Applications of event data in conflict prediction, early warning, and policy support. • Detection of new event types, including protests, public health crises, and cyber activism. • Bias, fairness, and misinformation in event extraction systems and datasets. • Legal, ethical, and privacy considerations in dataset creation and dissemination. • Cross-lingual, multilingual, and multimodal event extraction. • Use of LLMs and generative AI for event extraction, analysis, and dataset generation. • Release of new benchmarks, datasets, or annotation resources. All accepted papers will be published in the ACL Anthology. Website: https://emw.ku.edu.tr/case-2025/ (being updated! please get in touch with ahurriyetoglu(a)ku.edu.tr for any questions) Link for submission: https://softconf.com/ranlp25/CASE2025/user/ Important dates: Submission Deadline: 25 July 2025 Notification: August 17, 2025 Camera-ready deadline: August 30, 2025 Workshop date: September 11-13, 2025 Shared task Multimodal detection of hate speech, humor, and stance in LGBTQ+ socio-political discourse To know more and participate, please visit: https://github.com/therealthapa/case2025-multimodal/blob/main/README.md All shared task papers will also be published in the ACL anthology. Organizers: Surendrabikram Thapa, Siddhant Bikram Shah, Shuvam Shiwakoti, Kritesh Rauniyar, Surabhi Adhikari, Kristy Johnson, Ali Hürriyetoğlu, Hristo Tanev, Usman Naseem Organizing committee: Ali Hürriyetoglu Hristo Tanev Surendrabikram Thapa Vanni Zavarella Erdem Yörük

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Public talk - Clarify your references in Minecraft (Prof Massimo Poesio, Queen Mary University of London, University of Utrecht)
by h.dong2＠exeter.ac.uk 04 Jul '25

04 Jul '25

We are pleased to welcome you to the next Natural Language Processing and Vision (NLPV) seminar. The talk is supported by IDSAI at the University of Exeter. Scheduled: Friday 18 July 2025 at 15:00 to 16:00, GMT+1 Location: Harrison 203, Streatham Campus, University of Exeter, and Microsoft Teams https://teams.microsoft.com/l/meetup-join/19%3ameeting_YmE5YjYyN2MtNDJjOS00… (Meeting ID: 378 068 893 795 Passcode: dc94qv6p) Title: Clarify your references in Minecraft Speaker's short bio: Massimo Poesio is a Professor in Computational Linguistics at Queen Mary University of London and a Professor of Natural Language Understanding at the University of Utrecht. His research interests include disagreements in language interpretation; anaphora resolution; the creation of semantically annotated corpora, in particular using games-with-a-purpose such as LingoTowns; the study of conceptual knowledge using a combination of methods from human language technology and neuroscience; semantic interpretation of verbal and non-verbal communication in interaction; and using NLP to combat deception, misinformation and offensive language online. Useful links: www.massimopoesio.org https://www.arciduca.org https://sites.google.com/view/dealingwithmeaningvariation/ http://lingotowns.com https://dali.eecs.qmul.ac.uk/project https://universalanaphora.github.io/UniversalAnaphora/ We will update future talks on the website: https://sites.google.com/view/neurocognit-lang-viz-group/seminars Joining our *Google group* for future seminars and research information: https://groups.google.com/g/neurocognition-language-and-vision-processing-g…

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LAW-XIX 2025 - Call for Participation
by Ines Rehbein 04 Jul '25

04 Jul '25

*LAW-XIX 2025 - Call for Participation* The 19th edition of the Linguistic Annotation Workshop (https://sigann.github.io/LAW-XIX-2025) will be held on the 31th of July 2025 in Vienna, Austria, co-located with ACL 2025. *Workshop description* The Linguistic Annotation Workshop (LAW) is the annual workshop of the ACL and ELRA Special Interest Group on Annotation (SIGANN), and it provides a forum for the presentation and discussion of innovative research on all aspects of linguistic annotation, including the creation and evaluation of annotation schemes, methods for automatic and manual annotation, use and evaluation of annotation software and frameworks, representation of linguistic data and annotations, semi-supervised “human in the loop” methods of annotation, crowd-sourcing approaches, and more. As in the past, the LAW will provide a forum for annotation researchers to work towards standardization, best practices, and interoperability of annotation information and software. * Keynote speakers* Rotem Dror, University of Haifa Junyi Jessy Li, University of Texas at Austin For more details, see: https://sigann.github.io/LAW-XIX-2025/invited.html *Workshop program:* https://sigann.github.io/LAW-XIX-2025/program.html * Registration details:* https://2025.aclweb.org/registration The LAW-XIX organisers Ines Rehbein & Logan Siyao Peng -- Ines Rehbein Data and Web Science Group University of Mannheim, Germany

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2 PhD and 1 Postdoc position at AI4DH European centre of Excellence
by Antoine Doucet 04 Jul '25

04 Jul '25

--------------------------------------------------------------------------------------------------------------------------- --- Doctoral and post-doctoral positions - AI4DH - University of Ljubljana, Slovenia --------------------------------------------------------------------------------------------------------------------------- The University of Ljubljana has *3 open positions (2 PhD and 1 Postdoc)* in artificial intelligence for digital humanities (AI4DH) in the context of the *European centre of excellence in AI4DH*, recently founded and supported by Horizon Europe. At the heart of the vibrant European capital city of Ljubljana, close to both the Alps and the Mediterranean, you will be part of an AI research group working, dedicated to AI research that can be applied to DH. You will benefit from *competitive salaries* and *top-notch infrastructure*, based in the faculty of computer and information science, yet in an *interdisciplinary context*. Full details are available here: - *Posdoctoral position, for 2 years* with possible extension: https://euraxess.ec.europa.eu/jobs/356445 - *Doctoral positions, for up to 4 years*: https://euraxess.ec.europa.eu/jobs/356450 *Important dates: * - NEW *information session* on Thursday 10 July 10am CEST (see registration details on Euraxess) - Application *deadline: 24 July,* CEST (Ljubljana time)

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Third call for participation: DISRPT 2025 Shared Task on Discourse Relation Parsing and Treebanking
by Chloé Braud 04 Jul '25

04 Jul '25

🚀 Call for Participation: DISRPT 2025 Shared Task on Discourse Relation Parsing and Treebanking. 🛎️ training data has been released and the submission is now open! https://softconf.com/emnlp2025/disrpt2025/ In conjunction with CODI-CRAC & EMNLP 2025 - Suzhou, China, Nov. 5-9. This year, we are organizing the fourth edition of the DISRPT shared task on discourse processing across formalisms, for a variety of languages and genres, with three subtasks: * Task 1: Discourse segmentation * Task 2: Connective identification * Task 3: Relation classification We will provide training, development and test datasets from (almost) all available languages in RST / eRST, SDRT, PDTB, ISO 24617, and discourse dependencies, using a uniform format. Because different corpora, languages, and frameworks use different guidelines, the shared task will promote the design of flexible methods for dealing with various guidelines, and will help to push forward the discussion of converging standards for discourse units. We will evaluate segmentation and connective detection in two different scenarios: with and without gold syntax. An automatically parsed version is provided for all corpora without a gold parse. This year, the shared task will feature: * The inclusion of more frameworks, with datasets from: RST / eRST, SDRT, PDTB, ISO 24617, and discourse dependencies * The inclusion of new corpora and new languages, some of them kept a surprise! * A unified set of labels for the discourse relations, to make easier the evaluation across datasets * A new constraint: only one multilingual model should be submitted per task, and it should be small (4B parameters max)! This will make our replication work easier, but more importantly, it will simplify using such a model and test the robustness of your solution. We’re excited to announce the release of the training data for the DISRPT 2025 Shared Task! You can now access the data, format documentation, and tools on our GitHub 🔗 https://github.com/disrpt/sharedtask2025 The data covers five discourse frameworks — RST / eRST, PDTB, SDRT, and Discourse Dependencies — across 14 languages: Basque, Chinese, Czech, Dutch, English, Farsi, French, German, Italian, Portuguese, Russian, Spanish, Thai and Turkish Thai. We invite researchers and teams interested in participating to register now. Registered participants will be added to our mailing list and receive all future updates. 📅 The full testing data will be released on July 14, 2025 — stay tuned! To join the mailing list and stay informed, please email us at: 📧 disrpt_chairs(a)googlegroups.com Let us know you're interested — we’d love to have you on board! **Important dates** * May 16 2025 – Sample data release * June 17 2025 – Training data release [NOW] * July 14 2025 – Test data release * August 1 2025 – System + paper submissions due * September 12 2025 – Notification of acceptance * September 19 2025 – Camera ready papers * November 8-9 2025 – CODI at EMNLP All deadlines are 11.59 pm UTC -12h (AoE, "Anywhere on Earth"). **Information:** Contact the organizers: disrpt_chairs(a)googlegroups.com Official website: https://sites.google.com/view/disrpt2025/ Google group for participants, please join us on: disrpt2025_participants(a)googlegroups.com **Organization:** Chloé Braud (CNRS - IRIT, University of Toulouse, France) Chuyuan Li (University of British Columbia, Canada) Janet Yang Liu (LMU Munich, Germany) Philippe Muller (CNRS - University of Toulouse, France) Amir Zeldes (Georgetown University, Washington DC, USA)

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CODI CRAC 2025 Workshop: third joint call for papers
by Chloé Braud 04 Jul '25

04 Jul '25

CODI CRAC 2025 Workshop: joint call for papers November 5-9 2025 - EMNLP 25 - Suzhou, China We are pleased to announce that we are organizing in 2025 the first joint CODI-CRAC workshop that will be held during EMNLP! More information on: https://sites.google.com/view/codi-crac2025/ Deadline for CODI CRAC papers: July 30 2025 We will host 2 shared tasks, the CRAC and the DISRPT shared tasks. More information on: - CRAC shared task: https://ufal.mff.cuni.cz/corefud/crac25 - DISRPT shared task: https://sites.google.com/view/disrpt2025/ Aims and scope The last few years have seen a dramatic improvement in the ability of NLP systems and Large Language Models to understand and produce words, sentences and in some cases longer texts. This development has created a renewed interest in discourse problems as researchers move towards the processing of long-form documents and conversations. There is a surge of activity in discourse pretraining tasks, coherence models, summarization for long texts and conversations, corpora for discourse level reading comprehension and formal parsing, as well as discourse related/aided representation learning, to name a few. Discourse, roughly the interactions of context, form and meaning above the sentence level, is at the intersection of many areas in Computational Linguistics and NLP, since it is concerned with all levels of linguistic representation, allowing the modeling of textual coherence and inference leveraging long-distance links within documents.It thus brings together researchers working on different areas but facing similar issues with coherence and cohesion, document-level structure, long text and long context. In 2025, we organize the first joint CODI-CRAC workshop. The CODI workshop has been a forum for a broad range of work at the discourse level. The CRAC workshop has been a primary venue for researchers interested in the computational modeling of reference, anaphora, and coreference. Together, these workshops have catalyzed work to advance research on discourse level problems and have served as a forum for the discussion of suitable datasets and reliable evaluation methods. This joint edition corresponds to the 6th CODI workshop and the 8th CRAC workshop. It will welcome contributions from all the areas below, including state of the art textual NLU and NLG work using LLMs, as well as classic structured work on automatic discourse analysis -- corresponding to challenging tasks such as coreference resolution or discourse parsing -- to encourage interaction between communities. The workshop is set to host the fourth edition of the DISRPT shared task on Discourse Relation Parsing and Treebanking and the fourth edition of the CRAC shared task on Multilingual Coreference Resolution. The workshop is planned as a 1 day event which brings together different subcommunities. It will feature invited talks and regular papers. We also accept papers accepted at other major conferences for non-archival presentation, including Findings papers. Topics of interest We welcome papers on symbolic and probabilistic approaches, corpus development and analysis, as well as machine and deep learning approaches to discourse. We appreciate theoretical contributions as well as practical applications, including demos of systems and tools. The goal of the workshop is to provide a forum for the community of NLP researchers working on all aspects of discourse. Topics of interest include, but are not limited to: - discourse structure - discourse connectives - discourse relations - annotation tools and schemes for discourse phenomena - corpora annotated with discourse phenomena - discourse parsing - cross-lingual discourse processing - cross-domain discourse processing - anaphora and coreference resolution - event coreference - argument mining - coherence modeling - discourse and semantics - discourse in applications such as machine translation, summarization, etc. - evaluation methodology for discourse processing - discourse pretraining tasks - long-text modeling and generation Submissions We solicit three categories of papers: regular (long and short) workshop papers, demos and extended abstracts. Only regular workshop papers and demos will be included in the proceedings as archival publications. Double submission of papers is allowed, but this information will need to be disclosed at submission time. Regular papers must describe original unpublished research. Long papers may consist of up to 8 pages of content, plus unlimited pages for references. Short papers can be up to 4 pages, plus unlimited pages for references. Demo submissions may describe systems, tools, visualizations, etc., and may consist of up to 4 pages, plus unlimited pages for references. Each submission can contain unlimited pages for Appendices but the paper submissions need to remain fully self-contained, as these supplementary materials are completely optional, and reviewers are not even asked to review them. Extended abstracts can describe work in progress. These may be two pages long (without references). Extended abstracts are non-archival. They will be included in the workshop program and handbook, but will not appear in the workshop proceedings.Paper accepted or rejected at one of the main conferences We also invite presentations of paper accepted at another main conference, a specific deadline and submission process will be communicated later on. They will be included in the workshop program and handbook, but will not appear in the workshop proceedings. We also fast-track ARR papers with reviews, with timeline TBA. Submission website All submissions must be anonymous and follow the EMNLP 2025 formatting instructions described here: https://aclrollingreview.org/cfp Submission websites: * CODI: https://softconf.com/emnlp2025/codi2025/ * DISRPT: https://softconf.com/emnlp2025/disrpt2025/ * CRAC: https://softconf.com/emnlp2025/crac2025/ Schedule - July 30 2025: CODI CRAC papers due - September 5 2025:Notification of acceptance - September 19 2025:Camera ready deadline - November 8-9 2025-:CODI-CRAC workshop All deadlines are 11.59 pm UTC -12h ("anywhere on Earth"). Invited Speakers - Tanya Goyal, Cornell University. - Nancy F. Chen, Institute of Infocomm Research (I2R), A-STAR, Singapore Organizers - Chloé Braud, CNRS-IRIT - Christian Hardmeier, IT University of Copenhagen - Chuyuan (Lisa) Li, University of British Columbia - Jessy Li, University of Texas, Austin - Sharid Loáiciga, University of Gothenburg - Vincent Ng, University of Texas at Dallas - Michal Novák, Charles University, Prague - Maciej Ogrodniczuk, Institute of Computer Science, Polish Academy of Sciences - Massimo Poesio, Queen Mary University of London and University of Utrecht - Sameer Pradhan, University of Pennsylvania and cemantix - Michael Strube, Heidelberg Institute for Theoretical Studies - Amir Zeldes, Georgetown University, Washington DC To contact the organizers, please send an email to: codi-crac-workshop(a)googlegroups.com

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Job: Language Data Scientist -- 3 year postdoctoral position
by Sacha Beniamine 04 Jul '25

04 Jul '25

We are seeking qualified applicants for a position as Language Data Scientist on the ERC Synergy grant ‘NILOMORPH: The evolution of suprasegmental morphology in West Nilotic’, led by Matthew Baerman. The successful candidate will perform a key role in managing, processing and analyzing language data generated across the multiple teams that make up the project. The position is based at the Surrey Morphology Group at the University of Surrey, in Guildford, UK, and provides the opportunity to work in the vibrant and highly collegial research environment for which the SMG is renowned. The NILOMORPH project aims to reconstruct the morphological evolution of the West Nilotic languages, spoken primarily in South Sudan and neighboring countries. These languages have developed some of the most remarkable morphological systems on the planet, where simultaneous manipulation of multiple phonological features (vowel length, vowel height, tone, phonation type) results in enormous paradigms marked solely by the modulation of vowel properties. NILOMORPH combines fieldwork, experimental methods, and historical linguistics to account for the phonological, morphological and psycholinguistic pathways that led to this unique outcome. The project is spread across multiple teams, based in the UK, France, Germany and the USA, and will make use of a diverse range of language data taken from multiple sources: ongoing fieldwork, previous studies, text corpora and newly-generated reconstructions, as well as well as the results of computational simulations and artificial language learning experiments. The successful candidate will develop and execute a set of data management and analysis tools will enable the diverse international team of researchers to create, access and manipulate the language data that is central to the NILOMORPH project. As a core member of the Surrey-based team, the successful candidate will provide expert guidance on methods and tools for data analysis, including data design, data management protocols and statistical analysis. They will collaborate closely in the writing and dissemination of papers and presentations, and be expected to take initiative in the formulation of the research agenda. They will also participate in the broader activities both of the NILOMORPH group and of the Surrey Morphology Group (SMG). The candidate will have opportunities at SMG to develop their research leadership profile while interacting with world-class researchers. Suitable candidates with a background in linguistics (or linguistics-adjacent fields) are strongly encouraged to apply. Please refer to the full job description available at the application website for essential and desirable criteria. The following documents will be required: CV Contact details for 2 academic/industry referees. Three relevant works of research (DOI/URL links if possible). Research statement of one page, describing research interests and experience, and how you think this makes you suitable for the advertised post. A completed application form The website for applications is https://jobs.surrey.ac.uk/vacancy.aspx?ref=031325. Interviews are planned for 02 September 2025 and will be held online. Please contact Matthew Baerman m.baerman(a)surrey.ac.uk<mailto:m.baerman@surrey.ac.uk> with any questions. -- Dr. Sacha Beniamine (he/him) It's pronounced [saʃa benjamin] (stress is irrelevant) Leverhulme Early Career Fellow  Surrey Morphology Group, School of Literature and Languages s.beniamine(a)surrey.ac.uk<mailto:s.beniamine@surrey.ac.uk> | smg.surrey.ac.uk<http://smg.surrey.ac.uk/> [University of Surrey] <http://www.surrey.ac.uk/?utm_source=emailsignature&utm_medium=internal&utm_…> Senate House, University of Surrey, Guildford, Surrey, GU2 7XH, UK

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Call for Late Breaking papers: First Workshop on Optimal Reliance and Accountability in Interactions with Generative Language Models
by Nikhil Krishnaswamy 04 Jul '25

04 Jul '25

The First Workshop on Optimal Reliance and Accountability in Interactions with Generative Language Models (*ORIGen*) will be held in conjunction with the Second Conference on Language Modeling (COLM) at the Palais des Congrès in Montreal, Quebec, Canada, on October 10, 2025! *ORIGen invites submission of Late Breaking papers, with a fast review cycle. Late Breaking submissions are due July 10, 2025!* With the rapid integration of generative AI, exemplified by large language models (LLMs), into personal, educational, business, and even governmental workflows, such systems are increasingly being treated as “collaborators” with humans. In such scenarios, underreliance or avoidance of AI assistance may obviate the potential speed, efficiency, or scalability advantages of a human-LLM team, but simultaneously, there is a risk that subject matter non-experts may overrely on LLMs and trust their outputs uncritically, with consequences ranging from the inconvenient to the catastrophic. Therefore, establishing optimal levels of reliance within an interactive framework is a critical open challenge as language models and related AI technology rapidly advances. * What factors influence overreliance on LLMs? * How can the consequences of overreliance be predicted and guarded against? * What verifiable methods can be used to apportion accountability for the outcomes of human-LLM interactions? * What methods can be used to imbue such interactions with appropriate levels of “friction” to ensure that humans think through the decisions they make with LLMs in the loop? The ORIGen workshop provides a new venue to address these questions and more through a multidisciplinary lens. We seek to bring together broad perspectives from AI, NLP, HCI, cognitive science, psychology, and education to highlight the importance of mediating human-LLM interactions to mitigate overreliance and promote accountability in collaborative human-AI decision-making. Please see the posted announcement <https://origen-workshop.github.io/announcements/late-breaking-submission-tr…> [1] and our call for papers <https://origen-workshop.github.io/submissions/> [2] for more! [1] https://origen-workshop.github.io/announcements/late-breaking-submission-tr… [2] https://origen-workshop.github.io/submissions/ Nikhil Krishnaswamy Assistant Professor of Computer Science *Colorado State University*

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LxGr2025: Last Call for Participation
by Costas Gabrielatos 03 Jul '25

03 Jul '25

10th Symposium on Corpus Approaches to Lexicogrammar (LxGr2025) LxGr2025 will be held online on Friday 11 and Saturday 12 July 2025. Symposium programme and registration (free): https://ehu.ac.uk/lxgr. Registration closes on Wednesday 9 July. If you have any problems registering, or have questions, please contact lxgr(a)edgehill.ac.uk<mailto:lxgr@edgehill.ac.uk>. ________________________________ Edge Hill University<http://ehu.ac.uk/home/emailfooter> Modern University of the Year, The Times and Sunday Times Good University Guide 2022<http://ehu.ac.uk/tef/emailfooter> University of the Year, Educate North 2021/21 ________________________________ This message is private and confidential. If you have received this message in error, please notify the sender and remove it from your system. Any views or opinions presented are solely those of the author and do not necessarily represent those of Edge Hill or associated companies. Edge Hill University may monitor email traffic data and also the content of email for the purposes of security and business communications during staff absence.<http://ehu.ac.uk/itspolicies/emailfooter>

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SyntaxFest 2025: Call for Participation
by Dobrovoljc, Kaja 03 Jul '25

03 Jul '25

Dear colleagues, We warmly invite you to take part in SyntaxFest 2025, a biennial international event dedicated to empirical approaches to syntax, including statistical language analysis, linguistic annotation, and natural language processing. The event will take place in Ljubljana, Slovenia, from 26 to 29 August 2025, at a central venue in Ljubljana's historic center. This year, the program will consist of: - Five co-located workshops: IWPT, TLT, DepLing, UDW, and QUASY - Two pre-conference workshops by the UniDive COST Action "Universality, Diversity and Idiosyncrasy in Language Technology" - Six keynote talks by leading researchers in linguistics and NLP: - Isabel Papadimitriou (Kempner Institute for the Study of Natural and Artificial Intelligence at Harvard University) - Miryam de Lhoneux (KU Leuven) - Daniel Zeman (Charles University Prague) - Artur Stepanov (University of Nova Gorica) - Amir Zeldes (Georgetown University) - Xiaofei Lu (Pennsylvania State University) - Over 70 peer-reviewed papers on diverse topics in empirical syntactic analysis For more details and registration, please visit: https://syntaxfest.github.io/syntaxfest25/ Early registration deadline (extended): 15 July 2025 We look forward to seeing you this August! The SyntaxFest 2025 Organizing Committee

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[Workshop CFP] - (R2LM) From Rules to Language Models: Comparative Performance Evaluation @ RANLP
by alicia.picazo＠ua.es 03 Jul '25

03 Jul '25

[2nd CFP] - (R2LM) From Rules to Language Models: Comparative Performance Evaluation @ RANLP 2025 (Varna, Bulgaria) - 11-13 September 2025 Dear colleagues, We are pleased to announce the second call for papers for the R2LM Workshop - From Rules to Language Models: Comparative Performance Evaluation at RANLP 2025. https://r2lm2025.github.io/R2LM/ Workshop Description Deep learning (DL) and large language models (LLMs) have driven major advances in natural language processing (NLP), enabling impressive performance across many tasks. However, they continue to face key challenges in handling complex linguistic phenomena such as multiword expressions, long-context reasoning, and robustness to adversarial inputs. In parallel, concerns remain about the scalability, interpretability, and domain adaptability of these models, particularly in applications requiring high precision, such as grammar checking, legal analysis, or medical NLP. These limitations have sparked renewed interest in rule-based and knowledge-based approaches, which often offer better explainability and remain competitive, especially in low-resource or high-stakes scenarios. Our workshop aims to gather contributions that deal with the following topics: • Role of rule-based and knowledge-based NLP methods in modern applications • Comparative analysis of rule-based, machine-learning, deep-learning and large language models for different NLP tasks • Emerging trends in NLP research beyond deep learning and Large Language Models • Limitations and performance bottlenecks in scalability and accuracy of deep learning models Submission Details • Long papers: up to 8 pages (excluding references) • Short papers: up to 4 pages (excluding references) • Format: ACL-style (LaTeX or MS Word) • Submission portal and template info available on the RANLP 2025 website Important dates Paper Submission Deadline: 15 July 2025 (NEW!!!!!) Notification of Acceptance: 10 August 2025 Workshop date: 11, 12 or 13 September 2025 Organising Committee: Alicia Picazo-Izquierdo, University of Alicante, Spain Ernesto Luis Estevanell-Valladares, University of Alicante, Spain Rafael Muñoz Guillena, University of Alicante, Spain Ruslan Mitkov, Lancaster University, UK Raúl García Cerdá, University of Alicante, Spain

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Public talk: Indices of syntactic complexity and language learner development (Prof. Scott Crossley, Vanderbilt University, USA)
by Robert Fuchs 02 Jul '25

02 Jul '25

Bonn Talks on Research Trends in Applied Linguistics - Large- and fine-grained indices of syntactic complexity and language learner development (Prof. Scott Crossley, Vanderbilt University, USA) July 4, 2.15 pm – 5.45 pm CEST Register here: https://uni-bonn.zoom-x.de/meeting/register/JhKP5tfdT-eQAP4TxAepWQ *Abstract:*This talk and its subsequent workshop will introduce approaches to measuring syntactic properties in the English language, with a specific focus on large- and fine-grained syntactic measures. Approaches to measure syntax automatically through part-of-speech (POS) taggers and dependency parsers will be covered. The follow-up workshop will focus on how POS taggers and dependency parses can be used to assess language learner data at the large- and fine-grained levels in a large corpus focusing on English as a Second Language (EFL) learners. Data analysis techniques and hands-on data exploration will provide practical applications using learner corpora. Prof. Dr. Robert Fuchs | Head of Department and Professor of English Linguistics | Department of English, American and Celtic Studies | University of Bonn | Rabinstr. 8 53113 Bonn, Germany | https://uni-bonn.academia.edu/RFuchs | https://www.iaak.uni-bonn.de/bael/en/people/chair/prof-dr-robert-fuchs | https://sites.google.com/view/rflinguistics/ *Recent publications:* Coats, S., Basile, A., Morin, C. & Fuchs, R. (to appear). *The YouTube Corpus of Singapore English Podcasts*. /English World-Wide/ Fuchs, R. et al. (to appear). *Non-standard morphosyntactic variation in L2 English varieties world-wide: A corpus-based study <https://www.sciencedirect.com/science/article/pii/S0024384125000737>*. /Lingua/. Fuchs, R., Wiltshire, C. & Sarmah, P. (to appear). *The role of English in the linguistic ecology of Northeast India <https://www.academia.edu/125365118/The_role_of_English_in_the_linguistic_ec…>*. In P. Siemund, et al. (Eds.), /World Englishes in their Local Multilingual Ecologies/. Amsterdam: Benjamins. Lange, C., & Fuchs, R. (to appear). *English in India*. In R. Hickey & K. Burridge (Eds.), /New Cambridge History of the English Language/. Cambridge: CUP. Fuchs, R. (2025). *Influencing people around the globe - The linguistic expression of persuasion across varieties of English worldwide* <https://www.academia.edu/107491904/Influencing_people_around_the_globe_The_…>. In D. Dayter, & S. Rüdiger (Eds.), /Manipulation, Influence, and Deception: The Changing Landscape of Persuasive Language/, 135-156. Cambridge: CUP.

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recordings of Lancaster summer school lectures now available
by Brezina, Vaclav 02 Jul '25

02 Jul '25

Dear all, If you weren't able to attend this year's Lancaster Summer Schools in Corpus Linguistics or if you'd like to go back to some of the key content, you can now access the recordings of the lectures online. Watch the lectures here: https://cass.lancs.ac.uk/free-lancaster-lectures-on-corpus-linguistics Best, Vaclav Professor Vaclav Brezina Professor in Corpus Linguistics Co-Director of ESRC Centre for Corpus Approaches to Social Science Lancaster University Lancaster, LA1 4YD Office: County South, room C05 T: +44 (0)1524 510828 @vaclavbrezina [cid:image001.jpg@01DBEB60.87361D60]<http://www.lancaster.ac.uk/arts-and-social-sciences/about-us/people/vaclav-…>

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CIRCE Online Seminar | 07/07/2025 | Prof. Sender Dovchin | "Accentism as a Form of Linguistic Racism: Unpacking Power, Prejudice, and Emotionality"
by Claudia Soria 02 Jul '25

02 Jul '25

*🎓 *We are happy to announce the next webinar in the CIRCE online seminar series organized by the CIRCE <https://www.circe-project.eu/> project in collaboration with DFCLAM University of Siena <https://www.dfclam.unisi.it/en>, H2IOSC <https://www.h2iosc.cnr.it/> project and CNR-ILC <https://www.ilc.cnr.it/en/>. *Prof. Sender Dovchin* /Curtin University, Australia/ */Accentism as a Form of Linguistic Racism: Unpacking Power, Prejudice, and Emotionality/* 📅 *July 7, 2025* 🕓 *2:00 PM – 3:00 PM (CEST)* *Venue*: Online *Attendees*: Researchers, secondary school teachers, language instructors *Summary: *Accentism is one of the key features of linguistic racism. It is a form of linguistic discrimination against individuals not only based on their accents but also on their race. Accentism functions as a potent social marker that invokes judgements about a speaker’s race, intelligence, credibility and belonging. Accentism should always be understood at the intersectionality of racism because one’s accent is never judged by separation from the language users’ race. In this presentation, I examine multilayered consequences of accentism, with the aim of advancing scholarly understanding of how accent-based discrimination functions as a pervasive form of linguistic racism. English as an Additional Language or Dialect (EAL/D) people in Australia frequently report being misunderstood due to their accents. These experiences are not isolated or incidental – they are shaped by entrenched powerful ideologies about the standardized and dominant language system. Prejudice caused by accentism against the racialized language users could pose serious emotional harms, leading to linguistic inferiority complexes such as social withdrawal, a sense of non-belonging, low self-esteem, fear, and anxiety. The accumulation of these inferiority complexes further instigates severe depressive symptoms of mental health, such as suicidal ideations, eating disorders, substance abuse and depression. Accentism is a critical issue in social justice and calls for systemic interventions to disrupt accent-based discrimination. I conclude this presentation by discussing the pedagogical implications for language educators. I emphasize the importance of taking an integrated approach to address accentism and its emotional and psychological harms together in order to transform language education. *Bio: *Professor Sender Dovchin is currently a Senior Principal Research Fellow at the School of Education, Curtin University, Australia. She is also an Australian Research Council Fellow and a Japan Society for the Promotion of Science Research Fellow. Previously, she worked at the University of Aizu, Japan and National University of Mongolia. Professor Dovchin was also an Editor-in-Chief of the Australian Review of Applied Linguistics - national top journal. Professor Dovchin is a world-leading applied linguist who has been twice recognised by The Australian Research Magazine—in 2021 and 2024—as the top linguist in the nation and among the top 250 researchers across all fields in Australia. She is also ranked in the top 2% of the most cited scholars globally, according to the Stanford University citation database. As a proud Mongolian background woman, she actively incorporates Southern theories, including Indigenous perspectives, into her work. She has led multiple high-impact research projects, all focused on empowering children and young people from Indigenous, refugee, and migrant backgrounds in Australia and beyond. She has authored multiple research monographs and edited volumes with prestigious international publishers such as Cambridge University Press, Oxford University Press and among others. In addition, she has published over 70 peer-reviewed journal articles—most as sole or lead author—in top-tier Q1 journals, widely regarded as benchmarks of scholarly excellence in the discipline. Upcoming webinars: - Eldin Milak (Monday, September 1, 2025) - Christian Ilbury (Monday, September 22, 2025) - Onur Ozkaynak (Monday, October 13, 2025) The seminar is free of charge, but participants must register. To access this and next events, you should create an account on theH2IOSC Training Environment <https://h2iosc-training-platform.ilc4clarin.ilc.cnr.it/registration>. Once logged in with your credentials, choose the course “Language and Accent Discrimination - Online Seminar Series” and activate it with the code PbK837GtE. Make sure to have the Teams platform installed. The registrations of the previous CIRCE Seminars are also available on the H2IOSC Training Environment. For any inquiry, write to contact(a)circe-project.eu.

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Postdoctoral position at Cardiff University
by Steven Schockaert 01 Jul '25

01 Jul '25

Location: Cardiff, UK Deadline for applications: 21st July Start date: available immediately End date: 30th April 2027 Keywords: LLMs, neuro-symbolic AI, graph neural networks Details about the post Applications are invited for a Postdoctoral Research Associate in the Cardiff University School of Computer Science & Informatics, to work on the EPSRC Open Fellowship project ReStoRe (Reasoning about Structured Story Representations), which is focused on story-level language understanding. The overall aim of this project is to develop methods for learning graph-structured representations of stories. For this post, the specific focus will be on developing LLM-based and neuro-symbolic reasoning strategies to fill the gap between what is explicitly stated in a story and what a human reader would infer by “reading between the lines”. More details about the post and instructions on how to apply are available at https://www.jobs.ac.uk/job/DNS820/research-associate

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[CfP] SEMANTiCS 2025: Last Call for Posters & Demos (Deadline: July 4)
by Kossi Amouzouvi 01 Jul '25

01 Jul '25

SEMANTiCS 2025 EU 21st International Conference on Semantic Systems Vienna, Austria September 3 - 5, 2025 Follow us on *Twitter/X* <https://x.com/SemanticsConf>, *LinkedIn* <https://www.linkedin.com/groups/7496190/?highlightedUpdateUrn=urn%3Ali%3Agr…>, and *Bluesky*. <https://bsky.app/profile/semantics-conf.bsky.social> Call for Posters & Demos The Posters & Demos Track provides a platform for researchers to showcase their latest findings, ongoing projects, and cutting-edge work in progress. These include submissions on innovative applications, latest results, unpublished ideas, prototypes of semantic technologies and their use in various domains as well as applications, use cases, or pieces of code that may attract developers and potential research or business partners. This also concerns new datasets made publicly available. The Posters & Demos Track offers an informal setting that promotes engagement and dialogue between presenters and attendees. These discussions can provide valuable feedback for presenters' future work while allowing participants to gain insight into emerging research trends and network with other researchers. *Important dates:* - *Paper Submission Deadline: July 4, 2025* - *Notification of Acceptance: July 21, 2025 * - *Camera-Ready of Paper Deadline: July 28, 2025* *All deadlines are set for 11:59 pm, Anywhere On Earth time (UTC-12)* *Submission via Easychair on* *https://easychair.org/conferences/?conf=semantics2025* <https://easychair.org/conferences/?conf=semantics2025>. Proceedings of SEMANTiCS 2025 EU will be made available open access by * CEUR-WS.org*. Topics of Interest We welcome contributions in the context of semantic-based research and systems, which address – but are not limited to – the topics of the Research Track <https://2025-eu.semantics.cc/page/cfp_rev_rep>. Additionally, we encourage submissions of visionary ideas, position statements, negative results, and unconventional ideas. Demos should showcase innovative implementations and technologies both, from academia and industry. We also very much encourage submissions from industry, but they should be focused on presenting a novel solution to a specific problem and not be in the nature of an advertisement or commercial product description. Author Guidelines and Submission Poster and demo submissions should consist of a paper that describes the work, its contribution to the field or innovative aspects. - Poster and demo submissions are at most 5 pages long, including references. - No double-blind submissions required. - Submissions must be either in PDF or HTML. - Submissions must be formatted in the style of CEUR-ART ( https://ceur-ws.org/HOWTOSUBMIT.html). An Overleaf page for LaTeX users is available. - For demos, we ask authors to include links enabling the reviewers to test the application or review the component. The absence of a pointer affects the overall rating of the contribution. - Submissions must be original and must not have been submitted for publication elsewhere. - At least one author of each accepted paper must register for the conference and present the paper. Posters and Demos Track Chairs Ivan Heibi Diego Collarana Kind Regards, On behalf of the organising committee. ========================= Dr. Kossi Amouzouvi ScaDS.AI Dresden/Leipzig, TU Dresden -- DISCLAIMER: The contents of this email and any attachments are confidential. They are intended for the named recipient(s) only. If you have received this email by mistake, please notify the sender immediately and you are herewith notified that the contents are legally privileged and that you do not have permission to disclose the contents to anyone, make copies thereof, retain or distribute or act upon it by any means, electronically, digitally or in print. The views expressed in this communication may be of a personal nature and not be representative of AIMS-NEI and/or any of its Centres or Initiatives.

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PhD position in CL/NLP at the University of Tübingen
by cagri coltekin 30 Jun '25

30 Jun '25

The DFG-funded project in the newly established Collaborative Research Center (SFB 1718) “Common ground”, hosted by the University of Tübingen, is inviting applications for a PhD position in Computational Linguistics (75%, TV-L 13 scale, approximately €3.400 per month before taxes and obligatory insurances). The position is associated with project C2 “Signaling and Interpreting Defectivity in Common Ground: Face-to-Face, Voice-Only, and Text-Only Communication” The position begins on 01 October 2025 and ends on 30 June 2029. The aim of this interdisciplinary, cross-linguistic project is to investigate the commonalities or the differences between the cues (verbal, prosodic, gestural, textual) that are employed to signal or interpret irony across different modalities in different communication environments. For the advertised PhD researcher position, this work involves written and multi-modal corpora development and analysis, and working with computational models of irony and analysis. Specifically, the PhD candidate is expected to contribute corpora preparation (collection and organizing the annotation), use machine learning approaches for irony detection, and testing for experimental and corpora data correlation. Requirements: - A master’s degree in Computational Linguistics, Computer Science or related fields. - Solid background in Machine Learning and Natural Language Processing - Experience with corpus collection and annotation - Familiarity with experimental design and statistical analysis methods - Fluency in English Not required, but desirable: - Familiarity with speech processing, or willingness to work with them - Experience with multi-modal machine learning methods - Familiarity with formal linguistics, particularly formal semantics and pragmatics To apply, please send the following application documents to Çağrı Çöltekin <cagri.coeltekin(a)uni-tuebingen.de> via email. - A short (two pages, max.) cover letter with your research interests and your motivation for applying to this position - Your academic CV, including email addresses of two referees - An academic transcript - A sample of academic writing (master’s thesis, or another publication or term paper, if the thesis is not complete at the time of application) The deadline for submitting applications is 24 July 2025 at 23:59 (Berlin time). Interviews will be conducted via Zoom on 30 and/or 31 July 2025. Candidates shortlisted for interview will be notified as soon as possible after the submission deadline. Best, Cagri

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IndiREAD Workshop – 3rd Call for Papers
by Iza Skrjanec 30 Jun '25

30 Jun '25

IndiREAD Workshop 2025: 3rd Call for Papers Saarbrücken, Germany, November 26-27, 2025 IndiREAD is a workshop jointly organized by the ERC Project "Individualized Interaction in Discourse" IDDISC [1] and the MultiplEYE COST [2] action "Enabling multilingual eye-tracking data collection for human and machine language processing research". While experimental research in reading has a long tradition in identifying key factors that influence reading patterns--including text properties such as font difficulty, word and structure frequency, word predictability, and dependency length--recent studies have emphasized the importance of individual variability in reading behaviour (e.g., Haeuser & Kray, 2024; Kuperman et al., 2018; Nicenboim et al., 2016; Staub, 2021). This work has linked individual variability in reading patterns to differences in working memory capacity, reading skills, linguistic experience, and domain expertise among readers. This informs our understanding of how text characteristics and individual reader attributes interact to shape eye movements during reading. IndiREAD aims to bring together researchers interested in investigating individual differences in reading using both experimental and computational approaches. This workshop will focus on methods such as eye-tracking, self-paced reading, and the Maze task, with particular interest in how reading behaviour is correlated with individual differences. We also encourage submissions of computational models for eye movements or reading behavior that shed light on the mechanisms behind these differences. The goal is to foster collaboration between experimental and computational researchers to better understand individual variability among readers. We especially welcome submissions of reading time experiments and modelling of languages beyond English. The IndiREAD Workshop invites submissions of abstracts addressing the following questions:  * How do individual differences impact the way people read? * How do reading patterns vary across different languages, particularly in bilinguals? * How do reading patterns change across the lifespan? * Which individual difference measures are most suitable for capturing variability in reading patterns? * How can we evaluate psycholinguistic theories of reading and sentence processing across languages? * How can computational models account for individual differences in reading? * How does text adaptation influence reading patterns and comprehension among different individuals? * What statistical methods are best suited for reliably identifying latent groups and relating individual differences to reading performance? Workshop dates: November 26-27, 2025 Workshop format: The workshop will be held in-person in Saarbrücken, Germany. It will feature presentations from invited speakers, as well as contributions based on workshop submissions. The format of the presentations (oral or poster) will be determined based on the number of submissions we receive. Submission deadline: July 23, 2025. Submissions: The abstracts must not exceed 1000 words for the text (excl. captions), 10000 characters for references, and a maximum of 2 tables or figures. Abstracts should be submitted in PDF format, with 2.54 cm margins on all sides and 12 point font size, single-spaced. Please indicate up to three appropriate keywords for your abstract, which will be used for session planning. Abstracts must be written in English and should include a clear title but no information revealing the author(s). We welcome submissions for work that is being considered by other conferences, workshops, or journals. Templates for formatting in LaTeX and Word are provided on the conference website. Submission platform: https://openreview.net/group?id=IndiREAD/2025 Volunteer reviewers: We also invite all interested parties with relevant research experience to volunteer to help review abstracts for the workshop. All reviewers should hold a PhD. Please indicate your interest using the following form: https://forms.office.com/e/0fGmHW7q11 Conference website: https://www.uni-saarland.de/indiread [3] Contact email: indiread(a)lst.uni-saarland.de Travel grants: This workshop is sponsored by the MultiplEYE COST Action, which will provide financial support to cover travel expenses for a limited number of participants. Authors will be invited to apply for travel funding upon abstract acceptance. Funding may be partial, and priority will be given to junior researchers. Best, Iza Škrjanec IndiREAD Organizing Committee Links: ------ [1] https://www.uni-saarland.de/lehrstuhl/demberg/individualized-interaction-in… [2] https://multipleye.eu/ [3] https://www.uni-saarland.de/indiread

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Researcher position on generative approaches to event extraction at the University of Oslo
by Erik Velldal 30 Jun '25

30 Jun '25

[Apologies for cross-posting] A postdoc-level position as Research Fellow in Natural Language Processing (NLP) is available in the Language Technology Group (LTG) at the University of Oslo (UiO), Norway. The position is for 30 months (2.5 years) and part of a research project focusing on generative approaches to event extraction in the socio-political domain. For more information about the position and the research group, please see the full announcement here: https://www.jobbnorge.no/en/available-jobs/job/283057/researcher-in-natural… The closing date is August 11th, 2025. Best regards, -erik -- Erik Velldal Language Technology Group Section for Machine Learning Department of Informatics, University of Oslo

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Submission deadline Extended (4th July 2025) || KlarText Workshop @ KONVENS 2025 || German Text Simplification & Readability Assessment
by Salar Mohtaj 30 Jun '25

30 Jun '25

KlarText Workshop on German Text Simplification & Readability Assessment Co-located with KONVENS 2025 | Hildesheim, Germany | 10 September 2025 Website: https://klar-text.github.io/ ============================================================ The submission deadline for the KlarText workshop has been extended to July 4th. The workshop brings together researchers, practitioners, and industry experts to explore cutting-edge methods in German text simplification and readability assessment. We aim to raise awareness of the diverse simplification goals and language forms in German and to attract researchers tackling the unique challenges in this field. Topics of interest include (but are not limited to): - German Text Simplification - Readability Assessment - Resources & Approaches for Leichte Sprache - The Role of Large Language Models (LLMs) - Resources & Benchmarks - Evaluation & Human-Centered Assessment - Applications & Real-World Impact - Cross-Linguistic & Multilingual Perspectives Important Dates - Submission deadline (extended): July 04, 2025 - Notification of acceptance: August 1, 2025 - Camera-ready version due: August 15, 2025 - Workshop date: September 10, 2025 Submissions are managed via OpenReview (https://openreview.net/group?id=GSCL.org/KONVENS/2025/Workshop/KlarText). Organizing Committee - Salar Mohtaj, DFKI - Stefan Hillmann, Technische Universität Berlin - Sebastian Möller, Technische Universität Berlin - Georg Groh, Technische Universität München - Hadi Asghari, Technische Universität Berlin - Miriam Anschütz, Technische Universität München Contact For questions or inquiries, please contact: Salar Mohtaj – salar.mohtaj(a)dfki.de

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The 16th IEEE International Conference on Knowledge Graphs (ICKG 2025): Last Mile for Paper Submission
by Announce 30 Jun '25

30 Jun '25

*** Last Mile for Paper Submission *** The 16th IEEE International Conference on Knowledge Graphs (ICKG 2025) November 13-14, 2025, 5* St. Raphael Resort and Marina, Limassol, Cyprus https://cyprusconferences.org/ickg2025/ (*** Proceedings to be published by IEEE ***) (*** Submission Deadline: July 4, 2025 AoE (firm!) ***) The annual IEEE International Conference on Knowledge Graph (ICKG) provides a premier international forum for presentation of original research results in knowledge discovery and graph learning, discussion of opportunities and challenges, as well as exchange and dissemination of innovative, practical development experiences. The conference covers all aspects of knowledge discovery from data, with a strong focus on graph learning and knowledge graph, including algorithms, software, platforms. ICKG 2025 intends to draw researchers and application developers from a wide range of areas such as knowledge engineering, representation learning, big data analytics, statistics, machine learning, pattern recognition, data mining, knowledge visualization, high performance computing, and World Wide Web etc. By promoting novel, high quality research findings, and innovative solutions to address challenges in handling all aspects of learning from data with dependency relationship. All accepted papers will be published in the conference proceedings by the IEEE Computer Society. Awards, including Best Paper, Best Paper Runner up, Best Student Paper, Best Student Paper Runner up, will be conferred at the conference, with a check and a certificate for each award. The conference also features a survey track to accept survey papers reviewing recent studies in all aspects of knowledge discovery and graph learning. At least five high quality papers will be invited for a special issue of the Knowledge and Information Systems Journal, in an expanded and revised form. In addition, at least eight quality papers will be invited for a special issue of Data Intelligence Journal in an expanded and revised form with at least 30% difference. TOPICS OF INTEREST Topics of interest include, but are not limited to: • Foundations, algorithms, models, and theory of knowledge discovery and graph learning • Knowledge engineering with big data • Machine learning, data mining, and statistical methods for data science and engineering • Acquisition, representation and evolution of fragmented knowledge • Fragmented knowledge modeling and online learning • Knowledge graphs and knowledge maps • Graph learning security, privacy, fairness, and trust • Interpretation, rule, and relationship discovery in graph learning • Geospatial and temporal knowledge discovery and graph learning • Ontologies and reasoning • Topology and fusion on fragmented knowledge • Visualization, personalization, and recommendation of Knowledge Graph navigation and interaction • Knowledge Graph systems and platforms, and their efficiency, scalability, and privacy • Applications and services of knowledge discovery and graph learning in all domains including web, medicine, education, healthcare, and business • Big knowledge systems and applications • Crowdsourcing, deep learning and edge computing for graph mining • Large language models and applications • Open source platforms and systems supporting knowledge and graph learning • Datasets and benchmarks for graphs • Neurosymbolic & Hybrid AI systems • Graph Retrieval Augmented Generation SURVEY TRACK Survey paper reviewing recent study in keep aspects of knowledge discover and graph learning. In addition to the above topics, authors can also select and target the following Special Track topics. Each special track is handled by respective special track chairs, and the papers are also included in the conference proceedings. • Special Track 01: KGC and Knowledge Graph Building • Special Track 02: KR and KG Reasoning • Special Track 03: KG and Large Language Modela • Special Track 04: GNN and Graph Learning • Special Track 05: QA and Graph Database • Special Track 06: KG and Multi-modal Learning • Special Track 07: KG and Knowledge Fusion • Special Track 08: Industry and Applications SUBMISSION GUIDELINES Paper submissions should be no longer than 8 pages, in the IEEE 2-column format, including the bibliography and any possible appendices. Submissions longer than 8 pages will be rejected without review. All submissions will be reviewed by the Program Committee based on technical quality, originality, significance, and clarity. For survey track paper, please preface the descriptive paper title with “Survey:”, followed by the actual paper title. For example, a paper entitled “A Literature Review of Streaming Knowledge Graph”, should be changed as “Survey: A Literature Review of Streaming Knowledge Graph”. This is for the reviewers and chairs to clearly bid and handle the papers. Once the paper is accepted, the word, such as “Survey:”, can be removed from the camera-ready copy. For special track paper, please preface the descriptive paper title with “SS##:”, where “##” is the two digits special track ID. For example, a paper entitled “Incremental Knowledge Graph Learning”, intended to target Special Track 01 (Machine learning and knowledge graph) should be changed as “SS01: Incremental Knowledge Graph Learning”. All manuscripts are submitted as full papers and are reviewed based on their scientific merit. The reviewing process is single blind, meaning that each submission should list all authors and affiliations. There is no separate abstract submission step. There are no separate industrial, application, or poster tracks. Manuscripts must be submitted electronically in the online submission system. No email submission is accepted. To help ensure correct formatting, please use the style files for U.S. Letter as template for your submission. These include LaTeX and Word. SUBMISSION LINK https://wi-lab.com/cyberchair/2025/ickg25/ IMPORTANT DATES • Paper submission (abstract and full paper): July 4, 2025 (AoE) (firm!) • Notification of acceptance/rejection: September 5, 2025 • Camera-ready, copyright forms and author registration: September 20, 2025 • Early (non-author) registration: October 10, 2025 • Conference dates: November 13-14, 2025 ORGANISATION Conference and Local Organising Chair • George A. Papadopoulos, University of Cyprus Conference Co-Chair • Dan Guo, Hefei University of Technology Program Chairs • Cesare Alippi, Università della Svizzera italiana • Shirui Pan, Griffith University Local Organising Vice Chair • Irene Kinlanioti, National Technical University of Athens Finance Chair • Constantinos Pattichis, University of Cyprus Steering Committee Chair • Xindong Wu, Hefei University Of Technology

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Reminder: CfP Historical Languages and AI (Berlin, Germany)
by Daidalos-Projekt (Konstantin Schulz) 30 Jun '25

30 Jun '25

Call for Papers: Historical Languages and AI See the online version at https://daidalos-projekt.de/conference/cfp/ . March 5-6, 2026 The intersection of historical languages and artificial intelligence (AI) presents a rich and dynamic field of study, with the potential to revolutionize our understanding of the past and the ways in which we engage with historical texts. As digital technologies continue to advance, the need for interdisciplinary collaboration becomes increasingly apparent. The upcoming 2-day international conference on “Historical Languages and AI” aims to foster this collaboration by bringing together experts from computational literary studies, digital history, linguistics, and other domains that work with historical languages such as Latin. The conference seeks to address the growing demand for innovative methods and tools that can enhance the analysis, preservation, and interpretation of historical languages. By leveraging AI technologies, researchers can unlock new insights into historical texts, improve the accuracy of translations, and develop more effective teaching methods for historical languages. The conference will provide a platform for scholars to share their latest findings, discuss emerging trends, and explore the practical applications of AI in historical language research. It explicitly includes historical stages of modern languages, such as Old English or Early New High German. The conference is hosted by the Daidalos research project (Humboldt University Berlin, 2023-2026; https://daidalos-projekt.de ). The project is building a research infrastructure for methods of natural language processing (NLP). The target group is literary scholars in classical philology and related disciplines. The research infrastructure consists, on the one hand, of an interactive website on which interested parties can apply NLP methods to text corpora. On the other hand, the Daidalos project sees itself as a contact point for interested researchers. In this function, the project regularly invites researchers to workshops (https://daidalos-projekt.de/workshops), advises them within the framework of research tandems (https://daidalos-projekt.de/tandems), and provides materials for further training (https://daidalos-projekt.de/jupyterlite). Conference Dates: March 5-6, 2026 Venue: Humboldt-Universitaet zu Berlin (Berlin, Germany) Unfortunately, we cannot offer travel bursaries. Attending the conference itself is free of charge. Topics of Interest We welcome submissions on a wide range of topics related to historical languages and AI, including but not limited to: Machine Learning Large Language Models / Large Action Models Usage for data modeling or corpus construction Challenges in low-resource scenarios Neural machine translation for historical texts Innovative approaches to historical language analysis Linguistic analysis for literary studies Part-of-speech tagging Topic modeling Sentiment analysis Named entity recognition Word embeddings Multilingual Information Retrieval, incl. cross-lingual embeddings Evaluation of AI-driven methods and datasets Frameworks for mapping research questions to relevant AI models and methods Assessment of AI tools in historical language studies Technical Infrastructure for Research & Teaching Integrating technologies like Jupyter Notebooks into larger software platforms Retrieval-augmented generation for domain-specific chatbots Teaching & Learning Digital Literacies, incl. open educational resources for teaching natural language processing Important Dates Submission Deadline: September 1, 2025 Notification of Acceptance: October 15, 2025 Camera-Ready Submission: January 31, 2026 Conference Dates: March 5-6, 2026 Submission types Included in the open-access proceedings: *Long papers*: up to 4000 words (ca. 8 pages, excl. bibliography and appendix). Long papers report on original and unpublished results. Long papers are presented as oral presentations (30 min talk + 15 min discussion). We welcome the use of appendices or other supplementary information. Published only in the book of abstracts in our Zenodo Community: *Short papers*: up to 2000 words (ca. 4 pages, excl. bibliography and appendix). Short papers report on focused contributions, and may present work in progress. Short papers are presented as short oral presentations (20 min talk + 10 min discussion). We welcome the use of appendices or other supplementary information. *Pitch Your Research Idea*: Submit an abstract of up to 200 words (excl. bibliography and appendix) to give a 5-minute presentation during a pitch session. The presentations are followed by a Scientific Speed Dating Session and enable researchers to get in touch faster.Long papers Workshops (90 min): Submit a proposal for your intended workshop of up to 750 words. Workshops should be organized as hands-on research or learning opportunity. The workshops will take place on the second day of the conference (March 6, 2026). Workshop proposals should describe: the aims and setup of the workshop, the academic background for the work, an outline of the workshop, including the types of activities, the expected key outcomes, a short bio of each organizer or presenter, including their name, affiliation, email address, a plan for promoting the workshop to attract participants, specific requirements, including but not limited to special equipment (e.g., audio/video), software, physical space arrangements, any technical knowledge, skills, or experience participants should have before attending the workshop. Submission Guidelines and Participation All submissions must be in English or German. Papers should be formatted according to the conference template: Template of the Association for Computational Linguistics (https://github.com/acl-org/acl-style-files). It supports both Microsoft Word and LaTeX. Submissions will be peer-reviewed by the organizers. Papers should be submitted as PDF documents via E-Mail: daidalos-projekt(a)hu-berlin.de At least one author of each accepted submission must register to the conference and present the paper. Proceedings of the conference will be published as a Propylaeum eBook in the Digital Classics Books series (for long papers; https://books.ub.uni-heidelberg.de/propylaeum/catalog/series/dcb) and on Zenodo (for all other submissions; https://zenodo.org/communities/daidalos). Contact Information For any inquiries, please contact the conference organizers at daidalos-projekt(a)hu-berlin.de . We look forward to receiving your submissions and welcoming you to the International Conference on Historical Languages and AI! The Conference *Organizing Committee* of the Daidalos project: Andrea Beyer, Konstantin Schulz, Anke Lüdeling, Florian Kotschka, Florian Deichsler, Malte Dreyer

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CFP: AIAS - Symposium for AI Accelerated Science
by Sol Rosenberg 30 Jun '25

30 Jun '25

Apologies for Cross Posting The Chen Institute Symposium for AI Accelerated Science is an annual event dedicated to exploring groundbreaking advancements in AI that are reshaping scientific discovery across disciplines. Each year, leading researchers, industry innovators, and influential thought leaders gather to discuss how cutting-edge AI methodologies—such as foundational models, long-term memory mechanisms, synthetic data generation, and research process automation—are revolutionizing the scientific landscape. We invite submissions that explore how core advancements in artificial intelligence are accelerating progress in science. This call focuses on transformative AI innovations that enable new modes of inquiry, hypothesis generation, and experimentation across scientific disciplines. We especially welcome work in the following areas: Foundational Models: Research on large-scale, pre-trained models that serve as general-purpose engines for scientific reasoning, prediction, and simulation Long-Term Memory Mechanisms: Innovations in memory architectures that enable persistent knowledge representation, context retention, and lifelong learning in AI systems Synthetic Data Generation: Novel techniques for creating high-fidelity synthetic datasets that augment or replace empirical data in research pipelines Research Process Automation: AI tools and frameworks that automate experimental design, data analysis, literature synthesis, or other components of the scientific workflow We encourage submissions from researchers working at the intersection of AI and the physical or life sciences, including but not limited to biology, chemistry, physics, medicine, and engineering. Selected papers will be presented at the conference, where authors will join a dynamic community shaping the future of AI-accelerated science. See more at https://aias2025.org/ CFP details and submissions: https://aias2025.org/call-for-papers/ Organizing Committee: - Jennifer Chayes, Deanof the College of Computing, Data Science, and Society at UC Berkeley - Yan Li, Executive Director of Scientific Programs, Chen InstitutePietro Perona - Allan E. Puckett Professor of Electrical Engineering and Computation and Neural Systems, Caltech - Mengdi Wang, Associate Professor of Electrical and Computer Engineering and the Center for Statistics and Machine Learning, Princeton - Parisa Kordjamshidi, Associate Professor of Computer Science and Engineering, Michigan State University - Hamid Karimian, Research Assistant Professor of Computer Science and Engineering, Michigan State University See more at https://aias2025.org/ CFP details and submissions: https://aias2025.org/call-for-papers/ ᐧ

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WoLaLa 2025: Final call for papers
by Enikő Héja 28 Jun '25

28 Jun '25

Final Call for Papers 1st International Workshop on Language and Language Models (WoLaLa) Budapest, Hungary | November 20-21 The Hungarian Research Centre for Linguistics (HUN-REN) and the Programme Committee are pleased to issue the Second Call for Papers for the 1st International Workshop on Language and Language Models. As the submission deadline approaches, we encourage researchers and practitioners in the social sciences and humanities to contribute extended abstracts and take advantage of the opportunity to hear from our distinguished keynote speakers. Keynote speakers: Erhard Hinrichs, University of Tubingen, Germany Alessandro Lenci, University of Pisa, Italy Contributions should address one or more of the following areas (but submissions on other closely related topics are also welcome): General language models: Critical and comparative analyses of state-of-the-art language models, including their linguistic competence, performance, and limitations. Cultural and linguistic perspectives: Investigations into the cultural, cognitive, and scientific aspects of language processing, including the unexplored territories of model behavior and linguistic capability. Applications and best practices: Case studies and best practices in applying AI to language research, highlighting the potential for cross-disciplinary innovation within SSH. Bridging disciplines: Contributions that examine the role of language models in reshaping traditional SSH methodologies, and proposals on integrating AI insights into linguistic inquiry. IMPORTANT DATES 30 June 2025 06 July 2025: Submission deadline (extended) 15 September 2025: Notification of acceptance 20 November – 21 November 2025: Workshop in Budapest 15 January 2026: Full paper submission deadline Submissions We expect submissions in the form of extended abstracts (length: 3 to 4 pages including references) in PDF format, in accordance with the template (https://www.overleaf.com/read/sbmczvkpxpzz#4a94e3). Please ensure your submission clearly outlines your research question, methodology, and preliminary findings. Extended abstracts must be submitted through the EasyChair submission system <https://easychair.org/conferences?conf=wolala2025> and will be reviewed by the Programme Committee. Publication Selected papers will be published in Acta Linguistica Academica <https://akjournals.com/view/journals/2062/2062-overview.xml>. After acceptance notifications, the author(s) of accepted submissions will be invited to submit full papers (10-12 pages) to be reviewed according to the same criteria as the abstracts. Programme Committee The Programme Committee for the conference consists of the following members: Gábor Prószéky, HUN-REN Hungarian Research Centre for Linguistics & Pázmány Péter Catholic University (chair) António Branco, University of Lisbon, Portugal Eva Hajičová, Charles University Prague, Czech Republic Erhard Hinrichs, University of Tubingen, Germany András Kornai, HUN-REN Institute for Computer Science and Control, Hungary Csaba Pléh, Central European University, Austria Paul Rayson, Lancaster University, United Kingdom Frédérique Segond, National Institute for Research in Digital Science and Technology, France Frieda Steurs, Dutch Language Institute, Belgium Marko Tadić, University of Zagreb, Croatia Dan Tufiș, Romanian Academy, Romania Hans Uszkoreit, German Research Center for Artificial Intelligence, Germany Tamás Váradi, HUN-REN Hungarian Research Centre for Linguistics, Hungary Martin Wynne, University of Oxford, United Kingdom Venue & registration The workshop will take place at the HUN-REN Hungarian Research Centre in Budapest, Hungary, on 20–21 November 2025. Details on registration fees, travel grants, and accommodation options will be posted on the workshop website: https://wolala.nytud.hu <https://wolala.nytud.hu/>. Early registration will open in September 2025. LINKS 1st International Workshop on Language and Language Models website: https://wolala.nytud.hu <https://wolala.nytud.hu/> EasyChair submission: https://easychair.org/conferences?conf=wolala2025 Template for submissions: ZIP-archive: https://wolala.nytud.hu/templates/WoLaLa2025.zip Overleaf template: <https://www.overleaf.com/read/xsvjrhvjyfmj#f3362f>https://www.overleaf.com/read/sbmczvkpxpzz#4a94e3 Contact for any questions regarding the conference: info(a)wolala.nytud.hu

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