- Corpora - ELRA lists

[ACL 2025] Applications for Birds of a Feather (BoF) sessions and Affinity Group meetings at ACL 2025
by Horacio Saggion 10 Apr '25

10 Apr '25

Dear Applicants, The Diversity & Inclusion (D&I) chairs are delighted to invite applications for Birds of a Feather (BoF) sessions and Affinity Group meetings at ACL 2025. Please see our call at https://2025.aclweb.org/calls/bof_affinity_events/ for more details and up-to-date information. If you are interested in organizing a BoF session and/or an Affinity Group meeting to explore a specific theme in NLP and beyond, we encourage you to submit your proposals. We are here to support you in facilitating these sessions. Submission Deadline: May 25, 2025, 11:59pm (Anywhere on Earth) Notification Date: June 3, 2025, 11:59 pm (Anywhere on Earth) If you have any questions or concerns, feel free to reach out to us at acl2025diversity(a)googlegroups.com. Sincerely, ACL 2025 D&I Committee -- Horacio Saggion Full Professor / Chair in Computer Science and Artificial Intelligence Head of the Natural Language Processing Group - TALN Project Coordinator iDEM Project (HE) Co-PI of the AI-BOOST project (HE) Co-PI of the IDEAL project (HE) Universitat Pompeu Fabra https://twitter.com/h_saggion https://www.linkedin.com/in/horacio-saggion-1749b916

1 0

Opera Latina Adnotata (v0.2.0)
by Giuseppe G. A. Celano 10 Apr '25

10 Apr '25

Dear all, I am glad to announce the release of Opera Latina Adnotata (v0.2.0), a multilayer Latin corpus consisting of 736 texts and 17M+ tokens searchable by: 1. word form 2. lemma 3. morphology (POS and morphological features) 4. syntax (dependency syntax following the AGDT annotation scheme) 5. CTS URN for work, author, and edition 6. CTS structure (e.g., "book," "section," etc.) 7. author name 8. work title 9. (experimental) IPA transcription of word forms (the "Classical Latin" one) The data is hosted on Zenodo [1] and can be queried online through ANNIS [2]. More information can be found in the associated repository [3]. Best regards, Giuseppe Celano ----- [1] https://zenodo.org/records/15183688 [2] https://annis.varro.informatik.uni-leipzig.de/ola020#_q=bGVtbWE9InByYWVzYWd… [3] https://github.com/OperaLatinaAdnotata/OLA -- Universität Leipzig Institute of Computer Science Augustusplatz 10 04109 Leipzig Deutschland celano(a)informatik.uni-leipzig.de

1 0

[CfP] SEMANTiCS 2025 - 1st Call for Industry & Use Case Presentations
by Kossi Amouzouvi 10 Apr '25

10 Apr '25

Call for Industry & Use Case Presentations The Industry & Use Case track at SEMANTiCS welcomes submissions that present use cases and industry adoption of semantic technology. Solutions that deal with semantic processing of data and/or information in areas like Linked Data, Knowledge Graphs, Artificial Intelligence, Machine Learning, Data Publishing, Thesaurus and/or Ontology management, and any related fields. All submissions have a strong focus on real world applications beyond the prototypical status and demonstrate the power of semantic systems! *Important dates* - *Submission Deadline:* May 14, 2025 (11:59 pm) - *Notification of Acceptance:* June 13, 2025 (11:59 pm) - *Presentation Ready:* August 18, 2025 (11:59 pm) All deadlines are set for 11:59 pm, Anywhere On Earth time (UTC-12) *Submission via Easychair on* *https://easychair.org/conferences/?conf=semantics2025* <https://easychair.org/conferences/?conf=semantics2025>. Please notice that a paper abstract is not necessary, as your submission will only include a presentation at SEMANTiCS and not a paper. Any submission should contain a summary of 200 to 300 words that will be used in the final program. Your submission must also include a full page description of the use case you want to present, in particular: initial situation, approach, business value and benefits of the semantic solution, prospects and recommendation. Submissions that don’t meet these requirements cannot be taken into account. Via Easychair, you can enter your summary in the field “Abstract”, and the full page description via the “upload paper” button. The summary will appear in the program on the webpage, the full page description will only be used in the selection process. *Topics of Interest* SEMANTiCS 2025 especially invites contributions that target the following main topics in the context of semantic-based research and systems as well as applicative domains. Topics of interest include, but are not limited to: - Large Language Models (LLM) combined with Knowledge Graphs - Enterprise Knowledge Graphs, Graph Data Management - Machine Learning Techniques for/using Knowledge Graphs (e.g. reinforcement learning, deep learning, data mining and knowledge discovery) - Knowledge Management (e.g. acquisition, capture, extraction, authoring, integration, publication) - Reasoning, rules and policies - Web Semantics & Linked (Open) Data - Natural Language Processing for/using Knowledge Graphs - Crowdsourcing for/using Knowledge Graphs - Semantics in Data Science - Trust, Data Privacy, and Security with Semantic Technologies - Authentication of knowledge graphs - IoT and Stream Processing, Linked Data Event Streams - Conversational AI and Dialogue Systems - Provenance and Data Change Tracking - Semantic Interoperability (via mapping, crosswalks, standards, etc.) *Author Guidelines and Submission* - This call for presentations reaches out to professionals in the areas related to the topics of SEMANTiCS for proposals to present industry implementations, best practices and use case prototypes, to discuss semantic systems in birds-of-a-feather sessions as well as informal settings. Additionally, we explicitly encourage the submission of software applications, apps or services that demonstrate the usefulness and benefits of semantic technologies and semantic data management. - To contribute a submission for a presentation at SEMANTiCS 2025 please prepare the following: Fill out the online application at Easychair and give us relevant information about your expertise and your professional background. - Please notice that a paper abstract is not necessary, as your submission will only include a presentation at SEMANTiCS and not a paper. Any submission should contain a summary of 200 to 300 words that will be used in the final program. Your submission must also include a full page description of the use case you want to present, iIn particular: initial situation, approach, business value and benefits of the semantic solution, prospects and recommendation. Submissions that don’t meet these requirements cannot be taken into account. - Via Easychair, you can enter your summary in the field “Abstract”, and the full page description via the “upload paper” button. The summary will appear in the program on the webpage, the full page description will only be used in the selection process. - All accepted submissions will be granted a presentation slot at the main conference. Please stick to this time pattern when preparing your talk. This is the only way we can guarantee a smooth and satisfying programme and allow all conference participants to attend as many slots as possible without missing important information. - Submissions must adhere to the fair use of Large Language Models. Please refer to the SEMANTiCS full policy for more details: https://2025-eu.semantics.cc/page/llm-policy When your submission is accepted and you are preparing your talk, please take care to address the following aspects: - *Initial Situation *What kind of challenge did you face in the beginning of the project? What problems needed to be solved? - *Approach and IT-Solution *Which approach and methodology has been chosen to tackle the problem(s)? How is your solution composed with respect to technological aspects / human aspects / organisational aspects? How do the semantic components support the process from data to knowledge? - *Success Criteria for / Benefit of the Semantic Solution *Which factors (conscious and unconscious) have been crucial to the success of your project? Which obstacles did you face? How can you measure the benefit of your solution? How does the organisation benefit from your solution? - *Prospects and Recommendations *What are the next steps planned in your project? Can you give recommendations with respect to development / deployment of semantic solutions within organisational / corporate settings? - *Demo (if applicable) *Prepare a short demonstration of your tool / service. *Review and Evaluation Criteria* Every submission will be reviewed by the Programme Committee. Submissions to this track will be evaluated according to the following criteria: - Your presentation is relevant to industry and industrial purposes. It illustrates how semantic technologies / solutions contribute to or improve existing businesses and / or generate new ones. - The presented solution has already been deployed and / or has been tested in a practical environment – at least prototypically. - Your presentation is well-structured and does bring across its message. - The topic is well described and covers enough explanations, examples, use cases, graphics, etc. - Novelty: The topic covered is new to your industry – not necessarily new to business in general In case your presentation will be accepted, we will provide you with detailed information on organisational matters according to the selection of submissions and conference participation. We are looking forward to your contribution! Marco Brattinga Artem Revenko *Industry & Use Case Track Chairs* -- DISCLAIMER: The contents of this email and any attachments are confidential. They are intended for the named recipient(s) only. If you have received this email by mistake, please notify the sender immediately and you are herewith notified that the contents are legally privileged and that you do not have permission to disclose the contents to anyone, make copies thereof, retain or distribute or act upon it by any means, electronically, digitally or in print. The views expressed in this communication may be of a personal nature and not be representative of AIMS-NEI and/or any of its Centres or Initiatives.

1 0

CfA: International Conference on Inferentialism, Law, and Language AI, 10-13 September 2025, Zurich, Switzerland
by reto.gubelmann＠uzh.ch 09 Apr '25

09 Apr '25

Please direct any inquiries to: conference-ile(a)unisg.ch CALL FOR ABSTRACTS Exploring Reasons, Rationality, and Rationalism International Conference on Inferentialism   10 – 13 September 2025   University of Zurich & University of St. Gallen   The University of Zurich’s Digital Society Initiative (DSI), Department of Philosophy, and Department of Computational Linguistics, together with the Institute of Law & Economics of the University of St. Gallen are pleased to announce their first international conference on Inferentialism, to be held from 10 to 13 September 2025 at the University of Zurich.   This four-day event will feature contributions from leading scholars in the field as well as selected presentations from emerging young researchers. We invite submissions of extended abstracts on any topic related to rationalism and inferentialism as developed in “Reasons for Logic, Logic for Reasons” as well as applications of inferentialism in AI and the field of law.   Confirmed Keynote Speakers   • Robert Brandom (University of Pittsburgh)  • Ulf Hlobil (Concordia University, Montreal)  • Damiano Canale (Bocconi University, Milan) The publication of “Reasons for Logic, Logic for Reasons” (Brandom/Hlobil 2024) last year has marked a milestone for both the technical and the philosophical development of inferentialist logic. This conference offers a first take on the book’s reception and its potential operationalization in such diverse research fields as Epistemology, Philosophy of Language, Legal Studies, and Natural Language Processing. We invite submissions of extended abstracts that fit one of the following topics: Day 1: Are Reason Relations Universal? The first day of the conference is dedicated to the question whether reason relations, conceived as the set of all good, radically open reason relations capable of encoding material inferences in natural language use, can make up one single consistent set. Given expressivist commitments to logic as a means of explication, wouldn’t this imply the existence of a “master base vocabulary”, comprising all other possible base vocabularies as its subsets? Day 2: Inferentialism in the Legal Sphere The legal discipline is characterized by complex and partly opaque argumentation structures. Inferentialism can help to reveal the reasons why courts and scholars may accept certain conclusions on legal issues and reject others. Our workshop aims to further develop ideas on how lawyers and legal scholars can improve their practice by better understanding the structure of reasoning in complex legal settings. Day 3: Neuro-Symbolic Language AI inspired by Inferentialism Inferentialism, conceived, as a philosophical theory of the relationship between meaning and logical inference, has started to inspire innovative approaches in the area of language AI. Proposals encompass a broad range of methods, ranging from combinations of neural and symbolic methods that are informed by inferentialist semantics, to attempts at building neural architectures from scratch that are inspired by inferentialist ideas of rationalizing structures. The goal of our workshop is to bring together experts working in a broad range of language AI. Submission Guidelines   • Submissions should take the form of extended abstracts (maximum 500 words).  • Abstracts must be submitted in English and prepared for anonymous review.  • In addition to the abstract, authors must include their name, institutional affiliation, and contact information in the body of the email accompanying the submission.  • Accepted abstracts will be allocated a 25-minute presentation slot, followed by discussion.  • Please submit your abstract in PDF format to the following email address: conference-ile(a)unisg.ch Important Dates   • Submission Deadline: 31 May 2025 • Notification of Results: 30 June Scientific and Organizing Committee   • Reto Gubelmann (University of Zurich)  • Peter Hongler (University of St. Gallen)  • Ghassen Karray (University of Zurich)  • Marco Toscano (University of Zurich)    For further inquiries, please contact the organizing committee at: conference-ile(a)unisg.ch

1 0

Call for trainers: UniDive training school on diversity in NLP, Yerevan, January 2026
by Dan Zeman 09 Apr '25

09 Apr '25

* UniDive COST Action <https://unidive.lisn.upsaclay.fr/>is a scientific network dedicated to universality, diversity and idiosyncrasy in language technology. We are looking for trainers for our winter training school in Yerevan <https://unidive.lisn.upsaclay.fr/doku.php?id=meetings:other-events:2nd_unid…>, Armenia, organized at the Yerevan State University on January 20-24, 2026.The training school is dedicated tolinguistic diversityand related topics. We are interested in various aspects of diversity relevant to NLP like lexical, syntactic, semantic, typological, cultural, genre diversity, etc. We invite course proposals covering (but not necessarily restricted to) the following: * Introduction to typology for newcomers (especially from NLP) * Diversity quantification in NLP * Diversity and Large Language Models (LLMs) * LLMs for low-resourced languages * Enhancing diversity in models and datasets * Using “universalist” resources (such as Universal Dependencies or PARSEME corpora) for typological research * LLMs and language creativity vs. wooden language Proposals of courses (4 pages max.) should be sent by Monday June 2, 2025 at the latest to Dan Zeman <zeman(a)ufal.mff.cuni.cz <mailto:zeman@ufal.mff.cuni.cz>>, Verginica Mititelu <vergi(a)racai.ro <mailto:vergi@racai.ro>> and Marie-Catherine de Marneffe <marie-catherine.demarneffe(a)uclouvain.be <mailto:marie-catherine.demarneffe@uclouvain.be>>, with the subject “UniDive training school proposal”. The proposals should include: * Title of the course * Abstract, including the topics to be covered * Level (introductory, intermediate or advanced course) * Draft schedule, with a brief description of each session (max. 5 sessions of up to 2h each – the training school goes over 5 days, but courses do not have to be given every day, see the schedule of our previous training school <https://unidive.lisn.upsaclay.fr/doku.php?id=meetings:other-events:1st_unid…>) * Necessary infrastructure * Prerequisites for the trainees (bibliography to be covered, software to be installed, accounts to be created, etc.) * Bibliography (highlighting the recommended readings for the trainees) * Instructors, their affiliation, contact details and experience Important dates (anywhere on Earth): * Monday June 2, 2025: Submission of course proposals from potential trainers * Thursday June 12, 2025: Notification * Wednesday November 26, 2025: Publishing the prerequisites for the courses * Tuesday-Saturday January 20-24, 2026: Training school We cannot offer a salary for the courses themselves but long-distance travel costs of the trainers will be covered, as well as a daily allowance of 185 EUR (to cover hotel, meals and local transportation – see COST Annotated Rules <https://www.cost.eu/uploads/2025/02/COST-094-21-V2.0-Annotated-Rules-for-CO…>, Annex A1-3.1 TRAVEL REIMBURSEMENT RULES). Marie-Catherine de Marneffe, Verginica Barbu Mititelu, Agata Savary, Dan Zeman (on behalf of the UniDive Core Group) *

1 0

Konvens 2025. 2nd Call for Papers
by Christian Wartena 09 Apr '25

09 Apr '25

Dear all, We warmly welcome the submission of papers for KONVENS 2025 in Hildesheim, Germany (September 10-13). KONVENS (Conference on Natural Language Processing) is an annual scientific conference on all topics in the fields of computational linguistics and language technology, organised by four scientific organisations in the German-speaking countries and regions (GSCL, DGfS-CL, ASAI, and SwissNLP). In addition to its technical program, KONVENS will facilitate dynamic interactions among academic researchers and industry peers, offering workshops, tutorials, shared tasks, and networking events. Confirmed keynotes: * Michael Hahn (Saarland University) * Sina Zarrieß (Universität Bielefeld) * Timo Freiesleben (Universität Tübingen) Paper Submission Information We invite submissions of original and unpublished work on all aspects of computational linguistics and natural language processing from fundamental inquiries to the practical implementation of natural language resources, components, and systems. We particularly encourage submissions of NLP approaches dedicated to the German language, including survey papers that provide insights into the current state of the art in German language and speech processing. We welcome contributions from both academic and industry professionals. Papers can be submitted either to the main conference track or to the special track on application of Large Language Models focussing on the utilisation of LLMs and language-model approaches for the analysis and exploitation of textual resources in Linguistics, Computer Science, Information Science, the Humanities and the Social Sciences. We welcome the following types of paper submissions: * Long papers (8 pages plus references), describing original research with substantial new results. * Short papers (4 pages plus references), including small focused contributions, work in progress, as well as descriptions of projects, systems and resources. * Abstracts (1 page, non-archival). Abstracts can be presented at the poster session but will not be included in the conference proceedings. We especially invite submission on ongoing projects, student projects, past or ongoing bachelor and master theses, ongoing or recently completed PhD theses, and opinion pieces in this category to foster interaction and discussion in our community. Accepted papers will be presented orally or as posters as determined by the program chairs. However, a preference for a poster or oral presentation can be given. All presentations will take place in person (no online/hybrid format). The main conference language is English. Contributions written in both German or English will be accepted, however, English is recommended. The review process for long and short papers will be double-blind. Submissions of long and short papers must be anonymized accordingly. The submission of non-archival abstracts must not be anonymous (review of abstracts is single-blind). The conference proceedings will be published via the ACL Anthology (archival submissions only). Papers must be presented at the conference by at least one of the authors in order to be published as part of the proceedings. Papers must be formatted in accordance with the ACL style sheet: https://github.com/acl-org/acl-style-files. We strongly encourage authors to use LaTeX in preparing their document. Papers must be submitted via OpenReview: https://openreview.net/group?id=GSCL.org/KONVENS/2025 Important Dates Paper Submission Deadline: May 3, 2025 Paper Notification: June 27, 2025 Camera Ready: August 15, 2025 Main Conference: September 10 - 12, 2025 Best wishes Christian Wartena Ulrich Heid Prof. Dr. Christian Wartena Hochschule Hannover Fakultät III - Medien, Information und Design Abt. Information und Kommunikation Lehrgebiet Sprach- und Wissensverarbeitung Expo Plaza 12 30539 Hannover e-mail: christian.wartena(a)hs-hannover.de<mailto:christian.wartena@hs-hannover.de> [DATA-H-Logo_RGB_Unterzeile_klein]

1 0

AIRiAL 2025 Call for Proposals
by AIRiALconference, TC 09 Apr '25

09 Apr '25

***Apologies for cross-posting; please distribute widely.*** AIRiAL 2025 Conference Artificial Intelligence Research in Applied Linguistics Theme Social AI: The Future of Emotionally Intelligent Machines The theme explores how Social & Emotional AI—AI technologies capable of recognizing, interpreting, and responding to human emotions—can revolutionize language learning and assessment, communication technologies, and cross-cultural interactions. Location Teachers College, Columbia University Dates September 25-27, 2025 *CALL FOR PROPOSALS <https://sites.google.com/tc.columbia.edu/airialconference/airial-2025>* Submission Platform is *Now Open* Submit your abstract at this link: https://www.conftool.pro/airial2025 The submission deadline is May 2, 2025 (11:59pm EDT) Looking forward to your submissions, -- Erik Voss on behalf of the AIRiAL planning committee Follow us on LinkedIn <https://www.linkedin.com/company/airial-conference>

1 0

Call for Submissions to SIGIR 2025 Workshop on Information Retrieval for Climate Impact (MANILA25)
by Maarten de Rijke 09 Apr '25

09 Apr '25

TL;DR: Help to shape research agenda for IR for climate change impacts: * 2-4 pages * About one month until deadline: May 7, 2025 (AOE) * Workshop: https://sites.google.com/view/ir-for-climate-impact/home * Submission: https://openreview.net/forum?id=BClxIu1p-C1x - - - - - - - - Call for Submissions — MANILA25: SIGIR 2025 Workshop on Information Retrieval for Climate Impact Climate change is a far-reaching, global phenomenon that will impact many aspects of our society. The evidence base for observed climate impacts is expanding, and the wider climate literature (white and grey) is growing exponentially. How can effective access be provided to the growing body of peer-reviewed literature on climate change impacts? This year we are particularly interested in tracking climate adaptation literature (white and grey) and welcome contributions on this topic. Purpose The emphasis of MANILA25 will be on discussion, not a mini-conference but a dynamic sharing of ideas. The workshop will be organized along three areas of interest: (i) Addressing information needs concerning climate change impacts; (ii) Updates to the IR for Climate Change agenda that resulted from the MANILA24 workshop (see https://arxiv.org/abs/2504.01162), and (iii) Tracking climate adaptation. During the workshop, we will work towards updating the MANILA24 agenda and creating an actionable technical research agendas around tracking climate adaptation. Call for contributions To help shape a research agenda for information retrieval for climate impact, we welcome technical contributions and position papers as extended abstracts (2-4 pages) on a wide range of topics related to information retrieval for climate change impacts, including but not limited to very large-scale systematic reviews, climate language models, geolocated literature with climate information, evidence synthesis. Be sure to emphasize how your ideas connect to IR for climate change impacts and the ambition to create an agenda on the topic. Important dates - May 7, 2025: Extended abstracts due (AOE) - May 21, 2025: Notifications - July 17, 2025: Workshop at SIGIR 2025 - November 30, 2025: Submission of the Information Retrieval for Climate Impact Agenda for publication in SIGIR Forum How to submit Extended abstracts submitted to the workshop should be in English, in PDF, and formatted using the standard ACM sigconf format (using \documentclass[sigconf, natbib=true, anonymous=false]{acmart}). The review process is single-blind. The workshop uses EasyChair to handle submissions: https://easychair.org/conferences/?conf=manila25. No official proceedings will be published. Organization Bart van den Hurk (IPCC), Maarten de Rijke (U. Amsterdam), Flora Salim (UNSW, Sydney) Workshop site https://sites.google.com/view/ir-for-climate-impact/home Contact m.derijke(a)uva.nl<mailto:m.derijke@uva.nl> -- Maarten de Rijke Distinguished University Professor, University of Amsterdam Scientific Director, Innovation Center for AI (ICAI) http://staff.fnwi.uva.nl/m.derijke

1 0

ELLIS ESSIR 2025 – European Summer School on Information Retrieval in Wolverhapton, UK
by Ingo Frommholz 09 Apr '25

09 Apr '25

ELLIS ESSIR 2025 – European Summer School on Information Retrieval July 7–11, 2025 Wolverhampton, UK https://2025.essir.eu/ Join us for the 16th edition of ESSIR—your opportunity to learn about the latest trends, challenges, and methods in Information Retrieval (IR) and AI, and get in touch with leading experts in the field! Highlights: • High-quality teaching sessions on fundamental and advanced IR topics • Interactive format including practical exercises and a hackathon • Friendly and engaging discussions • FDIA 2025 (Future Directions in Information Access Symposium): A supportive environment for students to showcase their research and receive career advice Selected Topics Include (more to be confirmed): Introduction to Information Retrieval and evaluation Generative AI and Information Retrieval Scholarly Document Processing and Retrieval UX and HCI with Information Retrieval Neural Re-ranking RAG and agentic IR Organisers: Anirban Chakraborty, University of Wolverhampton, UK Haiming Liu, University of Southampton, UK Emine Yilmaz, UCL, London, UK Ingo Frommholz, Modul University Vienna, Austria Come to Wolverhampton and engage with leading researchers, fellow students, and industry professionals from around the globe! For more details visit our website: https://2025.essir.eu/ Contact: essir-2025(a)googlegroups.com We look forward to welcoming you to ESSIR 2025! 🌟 -- Prof. Dr. Ingo Frommholz (he/him), PhD, Dipl.-Inform., FBCS, FHEA Professor of Applied Data Science, Modul University Vienna, Austria Adjunct Professor, Bern University of Applied Sciences, Switzerland Web: http://www.frommholz.org/ | Email: ifrommholz(a)acm.org Bluesky: @ifromm.bsky.social | Mastodon: @ingo@idf.social

1 0

[CFP] The Second Workshop on Multimodal Semantic Representations
by richardbrutti＠gmail.com 09 Apr '25

09 Apr '25

Multimodal Semantic Representations (MMSR II) Co-located with IWCS 2025 (https://iwcs2025.github.io/) 22-24 September, Düsseldorf, Germany (workshop on 24 September) Workshop website: https://mmsr-workshop.github.io/ Description: The demand for more sophisticated natural human-computer and human-robot interactions is rapidly increasing as users become more accustomed to conversation-like interactions with AI and NLP systems. Such interactions require not only the robust recognition and generation of expressions through multiple modalities (language, gesture, vision, action, etc.), but also the encoding of situated meaning. When communications become multimodal, each modality in operation provides an orthogonal angle through which to probe the computational model of the other modalities, including the behaviors and communicative capabilities afforded by each. Multimodal interactions thus require a unified framework and control language through which systems interpret inputs and behaviors and generate informative outputs. This is vital for intelligent and often embodied systems to understand the situation and context that they inhabit, whether in the real world or in a mixed-reality environment shared with humans. Furthermore, multimodal large language models appear to offer the possibility for more dynamic and contextually rich interactions across various modalities, including facial expressions, gestures, actions, and language. We invite discussion on how representations and pipelines can potentially integrate such state-of-the-art language models. We solicit papers on multimodal semantic representation, including but not limited to the following topics: - Semantic frameworks for individual linguistic co-modalities (e.g. gaze, facial expression); - Formal representation of situated conversation and embodiment, including knowledge graphs, designed to represent epistemic state; - Design, annotation, and corpora of multimodal interaction and meaning representation; - Challenges (including cross-lingual and cross-cultural) in multimodal representation and/or processing; - Criteria or frameworks for evaluation of multimodal semantics; - Challenges in aligning co-modalities in formal representation and/or NLP tasks; - Design and implementation of neurosymbolic or fusion models for multimodal processing (with a representational component); - Methods for probing knowledge of multimodal (language and vision) models; - Virtual and situated agents that embody multimodal representations of common ground. Submission Information: Two types of submissions are solicited: long papers and short papers. Long papers should describe original research and must not exceed 8 pages, excluding references. Short papers (typically system or project descriptions, or ongoing research) must not exceed 4 pages, excluding references. Accepted papers get an extra page in the camera-ready version. We strongly encourage students to submit to the workshop. Papers should be formatted using the IWCS style files, available at: https://iwcs2025.github.io/call_for_papers Submission Link: https://openreview.net/group?id=IWCS/2025/Workshop/MMSR Please do not hesitate to reach out with any questions. Richard Brutti, Lucia Donatelli, Nikhil Krishnaswamy, Kenneth Lai, & James Pustejovsky (MMSR II organizers)

1 0

2025

2024

2023

2022

Corpora