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CFP: MultiPRIDE shared task at EVALITA 2026
by Viviana Patti 13 Oct '25

13 Oct '25

[apologies for cross-posting] Call for Participation for MultiPRIDE task at EVALITA 2026 <https://www.evalita.it/campaigns/evalita-2026/> MultiPRIDE: Multilingual Automatic Detection of Reclamation of Slurs in the LGBTQ+ Context - https://multipride-evalita.github.io/ <https://multipride-evalita.github.io/> With this task, we invite researchers, practitioners and students to explore features and issues related to reclaimed language in the LGBTQ+ community. In particular, we suggest participants to focus on both the textual content of the inputs (such as arguments, slurs, denigratory words, self-labeling, figures of speech), and the contextual information that can be inferred from the users’ profile (when available), such as their being part of the LGBTQ+ community. This is a binary classification task, in which systems must classify whether a term related to LGBTQ+ context in a sentence is used with a reclamatory intent or not. We propose two different tasks that can be addressed according to a constrained or unconstrained approach: • Task A - Textual Content: participants are provided only with the textual content of the tweet. • Task B - Contextual Content: in addition to the textual content of the tweet, participants can use contextual information related to the author’s profile, such as their biography (when available). MultiPRIDE is a multilingual task and involves one or more languages among Italian, Spanish and English data. Although not mandatory, participants are encouraged to foster cross-linguistic analysis. Important Dates: • September 29, 2025: release of training data • November 21, 2025: Call for Interest deadline • November 27 – December 4, 2025: evaluation window • December 15, 2025: results to participants • January 9, 2026: submission of participants’ report • February 7, 2026: reviews to participants • February 16, 2026: camera ready • February 26 – 27, 2026: EVALITA workshop (Bari) More details available on MultiPRIDE website https://multipride-evalita.github.io/ <https://multipride-evalita.github.io/> and on Evalita26 website https://www.evalita.it/campaigns/evalita-2026/tasks/ <https://www.evalita.it/campaigns/evalita-2026/tasks/> If you have any doubts, do not hesitate to write to us at multipride-evalita(a)gmail.com <mailto:multipride-evalita@gmail.com> The MultiPRIDE team

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[2nd CFP]: 7th International Conference on AI in Computational Linguistics (ACLing-2025)
by Khaled Shaalan 13 Oct '25

13 Oct '25

========================= 7th International Conference on AI in Computational Linguistics (ACLing 2025), December 6-7, 2025 (Hybrid Conference) Publication: Procedia Computer Science by ELSEVIER Website: https://acling.org/ ========================= ## IMPORTANT DATES ## * Submission deadline: 27 October 2025 * Acceptance Notification: 3 November 2025 * Final Camera-ready submission: 10 November 2025 * Author Registration & Payment: 17 November 2025 * Conference Date: 6-7 December 2025 ========================= ## INTRODUCTION ## The AI in Computational Linguistics (ACLing) conference serves as a premier international platform for the dissemination of cutting-edge research at the intersection of artificial intelligence (AI), machine learning (ML), and natural language processing (NLP). In light of rapid advancements in neural networks and large language models, the conference aims to foster scholarly exchange and collaboration among leading academics, researchers, and industry professionals engaged in the development and application of AI-driven methods in computational linguistics. ACLing welcomes high-quality contributions that address theoretical foundations, novel algorithms, and practical implementations across all dimensions of AI and ML in language technologies. The conference seeks to promote dialogue on emerging trends, innovative solutions, and critical challenges in the field, reflecting the growing importance and societal impact of AI-powered language processing. This year, the conference will be hosted by The British University in Dubai (BUiD), an institution recognized for its dedication to academic excellence, impactful research, and global engagement. BUiD’s commitment to fostering interdisciplinary innovation makes it an ideal venue for this prestigious event. ========================= ## Keynote Speaker# Dr. Muhammad Abdul-Mageed, The University of British Columbia, Canada (https://mageed.arts.ubc.ca/) ========================= ## TOPICS ## We welcome submissions in (but not limited to) the following areas: * Advanced Information Retrieval and Question Answering * Knowledge and Information Extraction * Linguistic Theories and Formal Resources for AI * Statistical and Neural Language Modeling * Speech Technologies and Multimodal Language Interfaces * Machine Translation and Cross-Lingual NLP * Multilinguality, Code-Switching, and Low-Resource Languages * Domain-Specific NLP (e.g., Legal, Biomedical, Scientific, Educational) * Syntactic Analysis, Tagging, and Parsing * Semantics, Pragmatics, and Commonsense Reasoning * Emotion Recognition, Sentiment Analysis, and Social Signal Processing * NLP for Social Media and Computational Social Science * Conversational AI, Spoken Dialogue, and Interactive Systems * Abstractive and Extractive Text Summarization * Natural Language Generation, Storytelling, and Creative AI * Text Classification, Topic Modeling, and Document Understanding * Text Mining and Large-Scale Knowledge Discovery * Vision-Language Models and Multimodal AI * Ethical, Legal, and Societal Implications of AI in Language Technologies * Large Language Models (LLMs): Architecture, Optimization, and Applications * Responsible and Interpretable AI for Language Understanding * Generative AI: Models, Evaluation, and Emerging Applications * Reinforcement Learning and Prompt Engineering for NLP Tasks * AI for Resource-Poor and Endangered Languages * Human-Centered NLP and User-Aware Language Interfaces * Benchmarking, Evaluation Metrics, and Explainability in NLP * AI-Augmented Writing, Reading, and Translation Tools This wide-ranging list reflects the dynamic nature of the field and aims to encourage interdisciplinary engagement that advances the frontiers of AI-driven language technologies. ========================= ## Submission Guidelines ## All submissions will be peer-reviewed by at least two Program Committee members. All accepted papers will be included in the conference proceedings and will be published in Procedia Computer Science by ELSEVIER. Publication in proceedings is conditioned to the registration and presentation of the paper at the conference by one of the authors. We encourage submissions that describe original unpublished work not currently under review for any other conference or journal. Submissions should be prepared according to the main conference guidelines and format described at the Submission Web Page: https://acling.org/submission/ Papers must be submitted electronically using the EasyChair conference management system: https://easychair.org/conferences?conf=acling2025 ========================= ## CONFERENCE ORGANIZERS ## * Prof. Khaled Shaalan, The British University in Dubai, UAE * Prof. Samhaa R. El-Beltagy, Newgiza University, Egypt ## INDEXING, RANKING, AND IMPACT (web sources)## ========================= * Abstracting and indexing: https://www.sciencedirect.com/journal/procedia-computer-science/about/insig… * Scopus/CiteScore: https://www.scopus.com/sourceid/19700182801 * SJR (scimago): https://www.scimagojr.com/journalsearch.php?q=19700182801&tip=sid * ACLing by Google Citation: https://scholar.google.com/citations?user=jkpMuFMAAAAJ&hl=en * ACLing by DBLP: https://dblp.org/db/conf/acling/index.html ## FURTHER INFORMATION & CONTACT DETAILS ## ========================= * Visit the conference website link https://acling.org/ (will be updated on a regular basis). * For general information, please contact us at ACLing2025(a)gmail.com or taher.ghazal(a)ieee.org Regards, Khaled ___________________________________________________ Prof. Dr. Khaled Shaalan Professor of Computer Science & Artificial Intelligence Head of Computer Science Department | Head of PhD in Computer Science Program Faculty of Engineering & IT, The British University in Dubai (BUiD), UAE Contact Information: Email: khaled.shaalan(a)buid.ac.ae<mailto:khaled.shaalan@buid.ac.ae> / khaled.shaalan(a)acm.org<mailto:khaled.shaalan@acm.org> Website: khaledshaalan.org<https://www.khaledshaalan.org> University Website: www.buid.ac.ae<http://www.buid.ac.ae> Phone: +971 42791400 D: +971 42791434‎ Dubai International Academic City, Block 10 & 11, 1st and 2nd floor, PO Box: 345015, Dubai, UAE Editorial & Leadership Roles: Associate Editor, ACM Transactions on Asian & Low-Resource Language Information Processing (TALLIP)<http://tallip.acm.org/‎> Founder & Chair, ACLing: International Conference on AI in Computational Linguistics<http://www.acling.org%20‎> Honors & Recognition: Top 2% Scientists in AI (Stanford Univ. Ranking) Member <https://devpgs.com/mbras2021/public/en/members> of Mohammed bin Rashid Academy of Scientists (MBRAS)<https://devpgs.com/mbras2021/public/en/members> Listed in Top Computer Scientists in UAE<https://research.com/scientists-rankings/computer-science/ae> Academic Profiles: Google Scholar<https://scholar.google.com/citations?hl=en&user=keLKdlgAAAAJ> | Scopus<https://www.scopus.com/authid/detail.uri?authorId=6507669702> | Web of Science<https://www.webofscience.com/wos/author/record/E-7377-2016> | ORCID<https://orcid.org/0000-0003-0823-8390> | ResearchGate<http://www.researchgate.net/profile/Khaled_Shaalan> | LinkedIn<http://www.linkedin.com/in/KhaledShaalan> ___________________________________________________ [https://ci3.googleusercontent.com/mail-sig/AIorK4wotCjOu6gvN1MMrPd720zx4yVU…] ___________________________________________________

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Call for Participation DHASA and RAIL
by Menno Van Zaanen 13 Oct '25

13 Oct '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 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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PolEval 2025 Challenge Has Begun
by Piotr Przybyła 13 Oct '25

13 Oct '25

📢 PolEval 2025 Challenge Has Begun! We are pleased to announce the launch of the 8th edition of the PolEval competition – an annual evaluation campaign for natural language processing (NLP) tools for Polish. PolEval aims to improve the quality of existing solutions, test new algorithms, and promote linguistic engineering and AI research for the Polish language. Participants are invited to submit their NLP systems to compete in several shared tasks using standardized datasets and evaluation procedures. 🧩 PolEval 2025 Tasks This year’s edition includes the following tasks: - ŚMIGIEL – Spotting Machine-Generated Text from Language Models for Polish <https://poleval.pl/tasks/task1> - Gender-Inclusive LLMs for Polish <https://poleval.pl/tasks/task2> - Polish Language Document Layout Detection <https://poleval.pl/tasks/task3> - Polish Speech Emotion Recognition Challenge <https://poleval.pl/tasks/task4> 📅 Important Dates - Submissions are now open! The deadline for submitting systems is November 10th, 2025. 🏆 Awards and Opportunities Winners of individual tasks will receive awards, and all participants will be invited to: - Present their solutions during Data Science Summit 2025 <https://main.dssconf.pl/>, and - Publish their results in a dedicated PolEval 2025 proceedings volume. 🔗 More Information - Official website: http://poleval.pl/ - Submission platform: https://poleval.amueval.pl/ We kindly invite all researchers, students, and enthusiasts of linguistic engineering to take part and spread the word about PolEval 2025 among potential participants. International participants are welcome, as all the information about the challenge is provided in English. With best regards, Łukasz Kobyliński, Maciej Ogrodniczuk, and the Task Organizers

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

12 Oct '25

*** Second 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/home/saner-2026<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> 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<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Greenvolve – The Green Software Evolution Workshop https://greenvolve.github.io<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Fairness 2026 – 2nd International Workshop on Fairness in Software Systems https://fairnessworkshop.github.io<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> F-TRANSFER – Facilitating Continuous Education and Training Through AI in SE https://www.cs.ubbcluj.ro/~avescan/f-transfer-2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> IWBOSE 2026 – Ninth International Workshop on Blockchain Oriented Software Engineering https://www.agile-group.org/iwbose2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> VST 2026 – 9th Workshop on Validation, Analysis and Evolution of Software Tests https://vstworkshop.github.io/vst2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> MSR4P&S 2026 – 4th International Workshop on Mining Software Repositories Applications for Privacy and Security https://msr4ps.github.io<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> SUBMISSION LINK https://easychair.org/my/conference?conf=saner2026<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> 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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2nd call for papers: EVOLANG XVI (Plovdiv, Bulgaria, 7-10 April 2026)
by Dimitar Kazakov 11 Oct '25

11 Oct '25

Dear colleagues, We are pleased to announce the second call for papers for the 2026 edition of the Evolution of Language (EVOLANG) conference, to be held in Plovdiv, Bulgaria, 7–10 April 2026. -------------------------------------------------------------------------------------------------------------- 1.About the Conference https://evolang2026.org The Evolution of Language (EVOLANG) conference series is the leading international forum for researchers investigating the origins and evolution of language. Contributions are invited from all relevant disciplines, including—but not limited to—anthropology, archaeology, biology, cognitive science, genetics, linguistics, computational modelling (mathematical, agent-based, and neural-network approaches), palaeontology, physiology, primatology, philosophy, semiotics, and psychology. The 2026 edition of EVOLANG will feature invited talks by Gary Lupyan (University of Wisconsin, USA), Katie Slocombe (University of York, UK) and Alessandro Treves (SISSA, Italy). Full details: https://sites.google.com/york.ac.uk/evolang2026/invited-speakers EVOLANG 2026 will also host six thematic workshops: Primary Iconic Coinage in Spoken Languages • AI in Language Evolution • Great-Ape Pragmatics • Swarm Robotics for the Study of Language Emergence • Triangulating Human Diversity through Linguistic, Biological and Socio-Cultural Differences • The Geography of Linguistic Evolution Details: https://sites.google.com/york.ac.uk/evolang2026/workshops . The conference will take place in Plovdiv, Bulgaria—often described as Europe’s oldest continuously inhabited city, renowned for its rich historical layers and lively cultural scene. Plovdiv offers affordable accommodation and excellent transport links by land and air, including daily low-cost flights to nearby Sofia and direct flights from London, Milan, and Bratislava. Bulgaria is an EU member state, part of the Schengen Area, and is expected to have joined the Eurozone by the time of the conference. 2. Submission Link and Deadline The deadline for submissions to EvoLang XVI (Plovdiv, Bulgaria, 7–10 April 2026) is 26 October 2025 (Anywhere on Earth). Submit via OpenReview: https://openreview.net/group?id=EVOLANG.org/2026/Conference 3. Submission Guidance Submissions must meet normal standards of academic excellence. Papers should clearly state how they advance the study of language evolution and relate their findings to up-to-date scientific literature. Each submission should articulate: - the substantive claim being made, - the method by which that claim is supported, and - the nature of the relevant data and/or theoretical argument. Empirical studies should be based on completed analyses, not preliminary results. All submissions are peer-reviewed by at least three experts, and acceptance decisions are based on a scoring scheme that aggregates reviewers’ reports. In recent conferences, the acceptance rate has been around 50%. EVOLANG features both oral and poster presentations. Please read the submission guidelines and consult the templates provided before uploading your paper. Alongside your submission, you will be asked to supply a 150-word summary of your contribution. Submissions that lack clear relevance to the field or that fail to adhere to the formatting requirements may be rejected without review. If you experience any difficulties with the submission system, please contact: scientific-committee(a)evolang.org The conference language will be English, with additional accessibility support in the form of captions. All submission information and templates are available here: https://sites.google.com/york.ac.uk/evolang2026/submission The Evolang 2026 team evolang2026(a)gmail.com Disclaimer: http://www.york.ac.uk/docs/disclaimer/email.htm

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Joint Call for Tutorial Proposals (EACL/ACL) 2026 - deadline approaching
by Aline Paes 10 Oct '25

10 Oct '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 [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. ------------------------------------------------------------------------------------------------- *Profa. Dra. Aline Paes (she/her)* *Associate Professor - Computer Science (Artificial Intelligence)* Institute of Computing / Universidade Federal Fluminense (IC/UFF) Member of CE-PLN <https://sites.google.com/view/ce-pln/inicio> and BPLN <https://brasileiraspln.com/> CNPq PQ-E and FAPERJ JCNE __________________________________________________________ url: www.ic.uff.br/~alinepaes Av Gal Milton Tavares de Souza, S/N, Computing Building, Office 504 São Domingos, Niterói, RJ, Brazil. ZIP 24210-346 ------------------------------------------------------------------------------------------------- ****Please do not feel any pressure to respond out of your own regular working hours. Remember that this is supposed to be an asynchronous tool***

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IMPOLS Shared Task at EVALITA 2026
by lorenzo.gregori＠unifi.it 10 Oct '25

10 Oct '25

Dear All, we are happy to announce IMPOLS (IMplicit contents in POLitical Speech) shared task within EVALITA 2026 campaign. IMPOLS website: https://liu-dilef.github.io/IMPOLS-task/ IMPOLS demo video: https://youtu.be/Tu7A1U759FI EVALITA website: https://www.evalita.it/campaigns/evalita-2026/ IMPOLS focuses on the automatic recognition of implicit content in political speech. Given an utterance in a context, we ask participants to develop a system capable of detecting and classifying the implicit contents that are non-bona fide true: these are implicit, questionable contents that are not conveyed in good faith but are still understood as true, albeit non-explicitly, within a given context. This kind of content is widely employed in political communication as a strategic tool to convey messages implicitly, thereby enabling the transmission of potentially manipulative content without overt expression. There are three subtasks: 1. a binary detection task, in which the systems are asked to detect the presence of questionable implicit contents in speech excerpts; 2. a binary classification task, in which the systems are asked to discriminate between two types of implicit contents: implicatures and presuppositions; 3. a multiclass classification task, in which the systems have to identify if implicatures are particularized conversational, generalized conversational, or conventional. IMPOLS is a monolingual (Italian) multimodal task: both the speech and the manually revised transcription are provided to the participants in the three subtasks. We encourage participation of teams in one or more subtasks, exploiting textual or multimodal data. Important Dates: -- NOW! Training data available to participants -- 1st December 2025 - 8th December 2025: IMPOLS evaluation window -- 15th December 2025: assessments returned to participants -- 9th January 2026: final reports due to task participants -- 16th January 2026: final reports due to task organizers -- 7th February 2026: review deadline -- 16th February 2026: camera-ready version deadline -- 26 - 27th February 2026: final workshop in Bari (Italy) Organizers and Contacts: -- Lorenzo Gregori (University of Florence), lorenzo.gregori(a)unifi.it -- Walter Paci (University of Florence), walter.paci(a)unifi.it -- Valentina Saccone (University of Florence), valentina.saccone(a)unifi.it

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Help Shape a Mentorship Program for the Workshop on Online Abuse and Harms (WOAH)
by Agostina Calabrese 10 Oct '25

10 Oct '25

Hi everyone, We’re exploring the creation of a mentorship program for next year’s Workshop on Online Abuse and Harms (WOAH)<https://www.workshopononlineabuse.com/>. Our goal is to make WOAH a more welcoming and accessible venue for researchers and practitioners from a wide range of disciplines - not just core NLP or computer science, but also fields such as social sciences, law, psychology, policy, and beyond. To help us design a program that truly supports this diversity, we’d love your input. Whether you might be interested in joining as a mentor, mentee, or just want to share your perspective, please take a minute to fill out this short survey: 👉 WOAH Mentorship Interest Survey<https://docs.google.com/forms/d/1kgC1QFL91-uzTl0B5sRQVh9j0zzvgSpu1zdT-zrghP…> Your feedback will help us shape a mentorship initiative that lowers barriers to participation and builds stronger interdisciplinary connections within the WOAH community. Thanks so much for your time and insights! Best, Agostina on behalf of the WOAH organizing team The University of Edinburgh is a charitable body, registered in Scotland, with registration number SC005336. Is e buidheann carthannais a th’ ann an Oilthigh Dhùn Èideann, clàraichte an Alba, àireamh clàraidh SC005336.

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Call for submissions: Social Media Access Days 2026
by Tatjana Scheffler 10 Oct '25

10 Oct '25

Social Media Access Days Social media data between research and infrastructure – sustainable archiving, indexing and access 17.3.-19.3.2026 Submission deadline: 31.10.2025 Online platforms, especially social media platforms, are both research objects and sources of data for a variety of research approaches in the humanities and social sciences, computer science, and the natural and life sciences. The historical evolution of social media makes them a part of our digital cultural heritage. However, the processes used by institutions to archive and document social media data are still only rudimentary, not least because of their economic, social and aesthetic characteristics and the unique attributes of media technology. Researchers, research institutions and cultural heritage institutions therefore face a wide range of problems in terms of their archiving, indexing and use. Researchers who wish to work with social media data also encounter numerous new challenges, especially when fundamental changes such as the elimination of application programming interfaces (APIs) impact access to specific data from online platforms. The archiving, indexing and use of dynamic data from social media are therefore fraught with problems which researchers, research institutions, libraries and archives have to tackle in a consistent manner. Ideally, solutions to these problems should be developed cooperatively, since this requires extensive effort which would be beyond the scope of a single data community or discipline. The aim of the conference is therefore to enable libraries, archives, infrastructural facilities, research institutions and researchers to network and exchange experiences with archiving and the sustainable use of data and digital objects from social media. We explicitly welcome case studies and presentations on solutions and their practical implementation as well as reports on research findings. We are particularly interested in contributions on the following key topics: • Sustainable infrastructure for collecting and providing access to social media content • Interaction between researchers and archiving institutions • Ethical issues and best practices • Legal issues and solutions • Challenges posed by restrictive data access from social media platforms • Experiences with data access in the context of the Digital Services Act • Status and preservation of social media from an archival and cultural-historical perspective, e.g. posts, interactions, platform elements • Consolidation of collections, corpora, holdings • Metadata, data documentation and indexing social media data • Use of AI & LLMs for data documentation and indexing purposes • Initiatives focusing on archiving and access • Concepts for the provision and use of derivatives (aggregated or derivative formats) from social media • Experiences with the reusability of available data Keynote We are delighted to announce our keynote speaker: Prof Axel Bruns (Queensland University of Technology, Brisbane). https://www.qut.edu.au/about/our-people/academic-profiles/a.bruns Date The conference will take place from 17 to 19 March 2026 at the German National Library in Frankfurt am Main. The main conference language is German. However, contributions can also be submitted in English. We aim to schedule all English-language presentations together in one day, if possible. Submissions We look forward to receiving your submissions for presentations and your proposals for tutorials, workshops or interactive formats. - Presentations / posters: Please submit your proposals in the form of abstracts containing a maximum of 500 words (plus bibliographies and max. 1 illustration). Contributions can be based on research findings or personal experience and may be presented in German or English. The programme committee will decide which contributions to accept as oral presentations and which as posters. - Further formats: Proposals for tutorials, workshops, themed sessions and other interactive formats should not exceed two pages and should contain the following information: proposed format and realisation, language, target group (potential number of participants), motivation and goals. In addition, please tell us whether you require special technical equipment or facilities. We will then determine how these can be provided on site. Please send your submissions as a PDF document to: twarchiv(a)dnb.deTimeline Deadline for submitting abstracts: 31 October 2025 Response by 30 November 2025 Conference: 17.-19.03.2026 Program Committee Stefan Dietze (GESIS and HHU Düsseldorf) Dimitar Dimitrov (GESIS) Philippe Genêt (German National Library) Tatjana Scheffler (Ruhr University Bochum) Claus-Michael Schlesinger (UB der HU Berlin) Katrin Weller (GESIS and HHU Düsseldorf) Britta Woldering (German National Library) Cooperation partners BERD@NFDI German National Library GESIS – Leibniz Institute for the Social Sciences NFDI4DataScience Text+ --- Tatjana Scheffler (she/her) GB 5/157 Ruhr-Universität Bochum Digital Forensic Linguistics Fakultät für Philologie, Germanistisches Institut Universitätsstraße 150 44780 Bochum Germany Mail: tatjana.scheffler(a)rub.de Web: http://staff.germanistik.rub.de/digitale-forensische-linguistik/ Mastodon: https://fediscience.org/@tschfflr Tel.: +49 234 32-21471

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