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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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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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