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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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