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3rd and Final Call for Abstracts -- NARNiHS Research Incubator
by Lauersdorf, Mark R. 30 Jan '25

30 Jan '25

3rd and FINAL Call for Abstracts! Never been to a NARNiHS Research Incubator?!? Take advantage of the newly extended abstract submission deadline to join us for this year's opportunity to brainstorm your cutting-edge work with us! *********************************** 2025 NARNiHS Research Incubator North American Research Network in Historical Sociolinguistics 7th edition *********************************** ==> 01-03 May 2025 -- entirely online! ==> FINAL Submission Deadline ==> 03 February 2025, 11:59 PM (U.S. Eastern Time) The 2025 NARNiHS Research Incubator is an entirely online event (with **free** registration). This event offers an opportunity for scholars in historical sociolinguistics from all over the world to participate in cutting edge research without the limitations imposed by international travel. We encourage our fellow historical sociolinguists and scholars from related fields in our global scholarly community to join us online for our Research Incubator this spring. FINAL abstract submission deadline: 03 February 2025, 11:59 PM (U.S. Eastern Time) Abstract submission online: https://easyabs.linguistlist.org/conference/25_NARNiHS_Incubator/ The North American Research Network in Historical Sociolinguistics (NARNiHS) is accepting abstracts for its 2025 NARNiHS Research Incubator. The 7th edition of this inclusive NARNiHS event seeks to provide a collaborative environment where presenters bring work that is in-progress, exploratory, proof-of-concept, or prototyping. The incubator's audience actively participates in workshopping these new ideas, brainstorming along with the presenter to forge scholarly paths and develop research solutions. We see the NARNiHS Research Incubator as a place for testing and pushing boundaries; developing new theories, methods, models, and tools in historical sociolinguistics; seeking feedback from peers; and engaging in productive assessment of fledgling ideas and nascent projects. Successful abstracts for this research incubator environment will demonstrate thorough grounding in historical sociolinguistics, scientific rigor in the formulation of research questions, and promise for rich discussion of ideas. NARNiHS welcomes papers in all areas of historical sociolinguistics, which is understood as the application/development of sociolinguistic theories, methods, and models for the study of historical language variation and change over time, or more broadly, the study of the interaction of language and society in historical periods and from historical perspectives. Thus, a wide range of linguistic areas, subdisciplines, and methodologies easily find their place within the field, and we encourage submission of abstracts that reflect this broad scope. We are soliciting abstracts for **25-minute presentations**. Presenters will have the entire 25 minutes for their presentations, with discussion happening in the "incubation session" at the end of each panel. Abstracts should be **no more than one page** (not including examples and references, see below). Abstracts will be accepted until 03 February 2025 -- late abstracts will not be considered. Successful abstracts will be explicit about which theoretical frameworks, methodological protocols, and analytical strategies are being applied or critiqued. Data sources and examples should be sufficiently (if briefly) presented, so as to allow reviewers a full understanding of the scope and claims of the research. Please note that **the connection of your research to the field of historical sociolinguistics should be explicitly outlined** in your abstract. Failure to adhere to these criteria will likely result in rejection of the abstract. To encourage maximum exchange of ideas in the incubation environment, an hour-long discussion with the audience -- led by specialists -- will follow each thematic panel and will encompass specific feedback on three papers as well as emergent considerations of overarching questions of theory, methods, and models. To facilitate such incubation, authors will be required to submit a draft of their presentation materials for distribution to the panel discussants and the other presenters a few days prior to the start of the conference. Abstract Content Requirements: 1) Abstracts should be explicit about which theoretical frameworks, methodological protocols, and analytical strategies are being applied or critiqued. 2) Data sources and examples should be sufficiently (if briefly) presented, so as to allow reviewers a full understanding of the scope and claims of the research. 3) The connection of your research to the field of historical sociolinguistics should be explicitly outlined. Abstract Format Guidelines: 1) Abstracts must be submitted in PDF format. 2) Abstracts must fit on one standard 8.5x11 inch page, with margins no smaller than 1 inch and a font style and size no smaller than Times New Roman 12 point. All additional content (visualizations, trees, tables, figures, captions, examples, and references) must fit on a single (1) additional page. No exceptions to these requirements are allowed; abstracts exceeding these limits will be rejected without review. 3) Anonymize your abstract. We realize that sometimes complete anonymity is not attainable, but there is a difference between the nature of the research creating an inability to anonymize and careless non-anonymizing (in citations, references, file names, etc.). Be sure to anonymize your PDF file (you may do so in Adobe Acrobat Reader by clicking on "File", then "Properties", removing your name if it appears in the "Author" line of the "Description" tab, and re-saving the file before submission). Do not use your name when saving your PDF (e.g. Smith_Abstract.pdf); file names will not be automatically anonymized by the EasyAbs system. Rather, use non-identifying information in your file name (e.g. HistSoc4Lyfe.pdf). Your name should only appear in the online form accompanying your abstract submission. Papers that are not sufficiently anonymized wherever possible will be rejected without review. General Conference Requirements: 1) Abstracts must be submitted electronically, using the following link: https://easyabs.linguistlist.org/conference/25_NARNiHS_Incubator/ 2) Papers must be delivered as projected in the abstract or represent bona fide developments of the same research. 3) Authors are expected to virtually attend the conference and present their own papers. 4) Presentations will be delivered via Zoom. Technical details and instructions regarding the platform will be sent to authors in due time. Please contact us at NARNiHistSoc(a)gmail.com with any questions.

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Third and Final CFP: 21st Workshop on Multiword Expressions (MWE 2025) @NAACL2025
by Atul K. Ojha 29 Jan '25

29 Jan '25

[Apologies for cross-postings] ******************************************************************************** Final Call for Papers 21st Workshop on Multiword Expressions (MWE 2025) Organized, sponsored and endorsed by SIGLEX, the Special Interest Group on the Lexicon of the ACL Full-day workshop collocated with NAACL 2025, Albuquerque, New Mexico, U.S.A., May 3 or 4, 2025 Hybrid (on-site & on-line) Submission deadline: February 13, 2025 MWE 2025 website: <https://multiword.org/mwe2022/> https://multiword.org/mwe2025/ ******************************************************************************** Multiword expressions (MWEs), i.e., word combinations that exhibit lexical, syntactic, semantic, pragmatic, and/or statistical idiosyncrasies (Baldwin and Kim, 2010), such as “by and large”, “hot dog”, “make a decision” and “break one's leg” are still a pain in the neck for Natural Language Processing (NLP). The notion encompasses closely related phenomena: idioms, compounds, light-verb constructions, phrasal verbs, rhetorical figures, collocations, institutionalized phrases, etc. Given their irregular nature, MWEs often pose complex problems in linguistic modeling (e.g. annotation), NLP tasks (e.g. parsing), and end-user applications (e.g. natural language understanding and Machine Translation), hence still representing an open issue for computational linguistics (Constant et al., 2017). For more than two decades, modelling and processing MWEs for NLP has been the topic of the MWE workshop organised by the MWE section <https://multiword.org/> of ACL-SIGLEX <http://www.siglex.org/> in conjunction with major NLP conferences since 2003. Impressive progress has been made in the field, but our understanding of MWEs still requires much research considering their need and usefulness in NLP applications. This is also relevant to domain-specific NLP pipelines that need to tackle terminologies most often realised as MWEs. Following previous years, for this 21st edition of the workshop, we identified the following topics on which contributions are particularly encouraged: - MWE processing to enhance end-user applications. MWEs gained particular attention in end-user applications, including Machine Translation (MT) (Zaninello and Birch, 2020), simplification (Kochmar et al., 2020), language learning and assessment (Paquot et al., 2020), social media mining (Pelosi et al., 2017), and abusive language detection (Zampieri et al. 2020). We believe that it is crucial to extend and deepen these first attempts to integrate and evaluate MWE technology in these and further end-user applications. - MWE processing and identification in the general language, as well as in specialized languages and domains: Multiword terminology extraction from domain-specific corpora (Lossio-Ventura et al, 2014) is of particular importance to various applications, such as MT (Semmar and Laib, 2017), or for the identification and monitoring of neologisms and technical jargon (Chatzitheodorou and Kappatos, 2021). - MWE processing in low-resource languages: The PARSEME shared tasks (2017 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_05_MWE_2…>, 2018 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_04_LAW-M…>, 2020 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_02_MWE-L…>) among others, have fostered significant progress in MWE identification, providing datasets that include low-resource languages, evaluation measures, and tools that now allow fully integrating MWE identification into end-user applications. There are continuous efforts in this direction (Diaz Hernandez, 2024) and a few of them have also explored methods for the automatic interpretation of MWEs (Bhatia et al., 2018), and their processing in low-resource languages (Eder et al., 2021). Resource creation and sharing should be pursued in parallel with the development of multilingual benchmarks for MWE identification (Savary et al., 2023). - MWE identification and interpretation in LLMs: Most current MWE processing is limited to their identification and detection using pre-trained language models, but we still lack understanding about how MWEs are represented and dealt with therein (Garcia et al., 2021), how to better model the compositionality of MWEs from semantics (Phelps et al., 2024). Now that NLP has shifted towards end-to-end neural models like BERT, capable of solving complex tasks with little or no intermediary linguistic symbols, questions arise about the extent to which MWEs should be implicitly or explicitly modelled (Shwartz and Dagan, 2019). - New and enhanced representation of MWEs in language resources and computational models of compositionality as gold standards for formative intrinsic evaluation. Through this workshop, we will bring together and encourage researchers in various NLP subfields to submit their MWE-related research, We also intend to consolidate the converging results of previous joint workshops LAW-MWE-CxG 2018 <http://multiword.sourceforge.net/lawmwecxg2018/>, MWE-WN 2019 <http://multiword.sourceforge.net/mwewn2019/> and MWE-LEX 2020 <http://multiword.sourceforge.net/mwelex2020/>, the joint MWE-WOAH panel in 2021 <https://multiword.org/mwe2021/#program>, the MWE-SIGUL 2022 joint session <https://multiword.org/mwe2022/>, and the MWE-UD 2024 <https://multiword.org/mweud2024/>, extending our scope to MWEs in e-lexicons, and WordNets, MWE annotation, as well as grammatical constructions. Correspondingly, we call for papers on research related (but not limited) to MWEs and constructions in: - Computationally-applicable theoretical work in psycholinguistics and corpus linguistics; - Annotation (expert, crowdsourcing, automatic) and representation in resources such as corpora, treebanks, e-lexicons, WordNets, constructions (also for low-resource languages); - Processing in syntactic and semantic frameworks (e.g. CCG, CxG, HPSG, LFG, TAG, UD, etc.); - Discovery and identification methods, including for specialized languages and domains such as clinical or biomedical NLP; - Interpretation of MWEs and understanding of text containing them; - Language acquisition, language learning, and non-standard language (e.g. tweets, speech); - Evaluation of annotation and processing techniques; - Retrospective comparative analyses from the PARSEME shared tasks; - Processing for end-user applications (e.g. MT, NLU, summarisation, language learning, etc.); - Implicit and explicit representation in pre-trained language models and end-user applications; - Evaluation and probing of pre-trained language models; - Resources and tools (e.g. lexicons, identifiers) and their integration into end-user applications; - Multiword terminology extraction; - Adaptation and transfer of annotations and related resources to new languages and domains including low-resource ones. Submission formats: The workshop invites two types of submissions: - archival submissions that present substantially original research in both long paper format (8 pages + references) and short paper format (4 pages + references). - non-archival submissions of abstracts describing relevant research presented/published elsewhere which will not be included in the MWE proceedings. Paper submission and templates Papers should be submitted via the workshop's submission page <https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/MWE> ( https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/MWE). Please choose the appropriate submission format (archival/non-archival). Archival papers with existing reviews will also be accepted through the ACL Rolling Review. Submissions must follow the ACL stylesheet <https://github.com/acl-org/acl-style-files>. Important Dates Paper Submission Deadline: February 13, 2025 Notification of acceptance: March 8 2025 Camera-ready papers due: March 17, 2025 Workshop: May 3 or 4, 2025 All deadlines are at 23:59 UTC-12 (Anywhere on Earth). Organizing Committee Verginica Barbu Mititelu, Voula Giouli, Grazina Korvel, A. Seza Doğruöz, Alexandre Rademaker, Atul Kr. Ojha, Mathieu Constant Anti-harassment policy The workshop follows the ACL anti-harassment policy <https://www.aclweb.org/adminwiki/index.php?title=Anti-Harassment_Policy>. Contact For any inquiries regarding the workshop, please send an email to the Organizing Committee at <mweworkshop2023(a)googlegroups.com> mwe2025workshop(a)gmail.com.

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Call-for-Participation: ImageCLEF 2025 Multimedia Retrieval in CLEF Lab
by stanciu.cristi12＠gmail.com 29 Jan '25

29 Jan '25

[Apologies for multiple postings] ImageCLEF 2025 Multimedia Retrieval in CLEF http://www.imageclef.org/2025/ *** CALL FOR PARTICIPATION *** ImageCLEF 2025 is an evaluation campaign that is being organized as part of the CLEF (Conference and Labs of the Evaluation Forum) labs. The campaign offers several research tasks that welcome participation from teams around the world. The results of the campaign appear in the working notes proceedings, published by CEUR Workshop Proceedings (CEUR-WS.org) and are presented in the CLEF conference. Selected contributions among the participants, will be invited for publication in the following year in the Springer Lecture Notes in Computer Science (LNCS) together with the annual lab overviews. Target communities involve (but are not limited to): information retrieval (text, vision, audio, multimedia, social media, sensor data, etc.), machine learning, deep learning, data mining, natural language processing, image and video processing, computer vision, with special attention to the challenges of multi-modality, multi-linguality, and interactive search. *** 2025 TASKS *** ImageCLEFmedical Automatic Image Captioning ImageCLEFmedical Synthetic Medical Images Created via GANs ImageCLEFmedical Visual Question Answering ImageCLEFmedical Multimodal And Generative TelemedICine (MAGIC) Image Retrieval/Generation for Arguments ImageCLEFtoPicto ImageCLEF Multimodal Reasoning #ImageCLEFmedical Automatic Image Captioning (9th edition) https://www.imageclef.org/2025/medical/caption Interpreting and summarizing the insights gained from medical images such as radiology output is a time-consuming task that involves highly trained experts and often represents a bottleneck in clinical diagnosis pipelines.The Automatic Image Captioning task is split into 2 subtasks: Concept Detection Task, based on identifying the presence and location of relevant concepts in a large corpus of medical images and the Caption Prediction Task, where participating systems are tasked with composing coherent captions for the entirety of an image Organizers: Hendrik Damm, Johannes Rückert, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Benjamin Bracke (University of Applied Sciences and Arts Dortmund, Germany), Asma Ben Abacha (Microsoft, USA), Alba García Seco de Herrera (University of Essex, UK), Henning Müller (University of Applied Sciences Western Switzerland, Sierre, Switzerland), Henning Schäfer, Tabea M. G. Pakull (Institute for Transfusion Medicine, University Hospital Essen, Germany), Cynthia S. Schmidt, Obioma Pelka (Institute for Artificial Intelligence in Medicine, Germany) #ImageCLEFmedical Synthetic Medical Images Created via GANs (3rd edition) https://www.imageclef.org/2025/medical/gan The task aims to further investigate the hypothesis that generative models generate synthetic medical images that retain "fingerprints" from the real images used during their training. These fingerprints raise important security and privacy concerns, particularly in the context of personal medical image data being used to create artificial images for various real-life applications. In the first subtask, participants will analyze synthetic biomedical images to determine whether specific real images were used in the training process of generative models. In the second subtask, participants will link each synthetic biomedical image to the specific subset of real data used during its generation. The goal is to identify the particular dataset of real images that contributed to the training of the generative model responsible for creating each synthetic image. Organizers: Alexandra Andrei, Liviu-Daniel Ștefan, Mihai Gabriel Constantin, Mihai Dogariu, Bogdan Ionescu (National University of Science and Technology POLITEHNICA Bucharest, Romania), Ahmedkhan Radzhabov, Yuri Prokopchuk (National Academy of Science of Belarus, Minsk, Belarus), Vassili Kovalev (Belarusian Academy of Sciences, Minsk, Belarus), Henning Müller (University of Applied Sciences Western Switzerland, Sierre, Switzerland) #ImageCLEFmedical Visual Question Answering (3rd edition) https://www.imageclef.org/2025/medical/vqa This year, the challenge looks at the integration of Visual Question Answering (VQA) with synthetic gastrointestinal (GI) data, aiming to enhance diagnostic accuracy and learning algorithms. The challenge includes developing algorithms that can interpret and answer questions based on synthetic GI images, creating advanced synthetic images that mimic accurate diagnostic visuals in detail and variability, and evaluating the effectiveness of VQA techniques with both synthetic and real GI data. The 1st subtask asks participants to build algorithms that can accurately interpret and respond to questions pertaining to gastrointestinal (GI) images. This involves understanding the context and details within the images and providing precise answers that would assist in medical diagnostics, while the 2nd subtask focuses on the generation of synthetic GI images that are highly detailed and variable enough to closely resemble real medical images. Organizers: Steven A. Hicks, Sushant Gautam, Michael A. Riegler, Vajira Thambawita, Pål Halvorsen (SimulaMet, Norway) #ImageCLEFmedical Multimodal And Generative TelemedICine (MEDIQA-MAGIC) (3rd edition) https://www.imageclef.org/2025/medical/mediqa The task extends on the previous year’s dataset and challenge based on multimodal dermatology response generation. Participants will be given a clinical narrative context along with accompanying images. The task is divided into two relevant sub-parts: (i) segmentation of dermatological problem regions, and (ii) providing answers to closed-ended questions (participants will be given a dermatological query, its accompanying images, as well as a closed-question with accompanying choices – the task is to select the correct answer to each question) Organizers: Asma Ben Abacha, Wen-wai Yim, Noel Codella (Microsoft), Roberto Andres Novoa (Stanford University), Josep Malvehy (Hospital Clinic of Barcelona) #Image Retrieval/Generation for Arguments (4th edition) https://www.imageclef.org/2025/argument-images Given a set of arguments, the task is to return for each argument several images that help convey the argument. A suitable image could depict the argument or show a generalization or specialization. Participants can optionally add a short caption that explains the meaning of the image. Images can be either retrieved from the focused crawl or generated using an image generator. Organizers: Maximilian Heinrich, Johannes Kiesel, Benno Stein (Bauhaus-Universität Weimar), Moritz Wolter (Leipzig University), Martin Potthast (University of Kassel, hessian.AI, scads.AI) #ImageCLEFtoPicto (3rd edition) https://www.imageclef.org/2025/topicto The goal of ToPicto is to bring together linguists, computer scientists, and translators to develop new translation methods to translate either speech or text into a corresponding sequence of pictograms. The task refers to the relationship between text and related pictograms and is composed of 2 subtasks: the Text-to-Picto task, which focuses on the automatic generation of a corresponding sequence of pictogram terms and the Speech-to-Picto task, which focuses on directly translating speech to pictogram terms. Organizers: Diandra Fabre, Cécile Macaire, Benjamin Lecouteux, Didier Schwab (Université Grenoble Alpes, LIG, France) #ImageCLEF Multimodal Reasoning (new) https://www.imageclef.org/2025/multimodalreasoning MultimodalReason is a new task focusing on Multilingual Visual Question Answering (VQA). The formulation of the task is the following: Given an image of a question with 3-5 possible answers, participants must identify the single correct answer.The task is split into many subtasks, each handling a different language (English, Bulgarian, Arabic, Serbian, Italian, Hungarian, Croatian, Urdu, Kazakh, Spanish, with a few more on the way). The task's goal is to assess modern LLMs' reasoning capabilities on complex inputs, presented in different languages, across various subjects. Organizers: Dimitar Dimitrov, Ivan Koychev (Sofia University "St. Kliment Ohridski", Bulgaria), Rocktim Jyoti Das, Zhuohan Xie, Preslav Nakov (Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE) *** IMPORTANT DATES *** (may vary depending on the task) - Run submission: May 10, 2025 - Working notes submission: May 30, 2025 - CLEF 2023 conference: September 9-12, 2025, Madrid, Spain *** REGISTRATION *** Follow the instructions here https://www.imageclef.org/2025 *** OVERALL COORDINATION *** Bogdan Ionescu, Politehnica University of Bucharest, Romania Henning Müller, HES-SO, Sierre, Switzerland Cristian Stanciu, Politehnica University of Bucharest, Romania On behalf of the organizers, Cristian Stanciu https://www.aimultimedialab.ro/

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Call For Papers: 4th ACM International Workshop on Multimedia AI against Disinformation
by stanciu.cristi12＠gmail.com 29 Jan '25

29 Jan '25

4th ACM International Workshop on Multimedia AI against Disinformation (MAD’25) ACM International Conference on Multimedia Retrieval ICMR'25 Chicago, USA, June 30 - July 3, 2025 https://www.mad2025.aimultimedialab.ro/ https://easychair.org/my/conference?conf=mad2025 *** Call for papers *** ************************ * Paper submission due: April 10, 2025 * Acceptance notification: April 29, 2025 * Camera-ready papers due: May 5, 2025 * Workshop @ACM ICMR 2025: June 30, 2025 Modern communication does not rely anymore solely on mainstream media like newspapers or television, but rather takes place over social networks, in real-time, and with live interactions among users. The speedup of distribution and the amount of information available, however, also led to an increased amount of misleading content, disinformation and propaganda. Conversely, the fight against disinformation, in which news agencies and NGOs (among others) take part on a daily basis to avoid the risk of citizens' opinions being distorted, became even more crucial and demanding, especially for what concerns sensitive topics such as politics, health and religion. Disinformation campaigns are leveraging, among others, AI-based tools for content generation and modification: hyper-realistic visual, speech, textual and video content have emerged under the collective name of "deepfakes", and more recently with the use of Large Language Models (LLMs) and Large Multimodal Models (LMMs), undermining the perceived credibility of media content. It is, therefore, even more crucial to counter these advances by devising new robust and trustworthy AI tools able to detect the presence of inaccurate, synthetic and manipulated content, accessible to journalists and fact-checkers. Future multimedia disinformation detection research relies on the combination of different modalities and on the adoption of the latest advances of deep learning approaches and architectures. These raise new challenges and questions that need to be addressed to reduce the effects of disinformation campaigns. The workshop, in its fourth edition, welcomes contributions related to different aspects of AI-powered disinformation detection, analysis and mitigation. Topics of interest include but are not limited to: - Disinformation detection in multimedia content (e.g., video, audio, texts, images) - Multimodal verification methods - Synthetic and manipulated media detection - Multimedia forensics - Disinformation spread and effects in social media - Analysis of disinformation campaigns in societally-sensitive domains - Robustness of media verification against adversarial attacks and real-world complexities - Fairness and non-discrimination of disinformation detection in multimedia content - Explaining disinformation detection results to non-expert users - Temporal and cultural aspects of disinformation - Dataset sharing and governance in AI for disinformation - Datasets for disinformation detection and multimedia verification - Open resources, e.g., datasets, software tools - Large Language Models for analyzing and mitigating disinformation campaigns - Large Multimodal Models for media verification - Multimedia verification systems and applications - System fusion, ensembling and late fusion techniques - Benchmarking and evaluation frameworks *** Submission guidelines *** When preparing your submission, please adhere strictly to the ACM ICMR 2025 instructions, to ensure the appropriateness of the reviewing process and inclusion in the ACM Digital Library proceedings. The instructions are available here: https://mad2025.aimultimedialab.ro/submissions/. *** Organizing committee *** Dan-Cristian Stanciu (National University of Science and Technology Politehnica Bucharest, Romania) Roberto Caldelli (CNIT and Mercatorum University, Italy) Milica Gerhardt (Fraunhofer IDMT, Germany) Bogdan Ionescu (National University of Science and Technology Politehnica Bucharest, Romania) Giorgos Kordopatis-Zilos (Czech Technical University in Prague, Czechia) Symeon Papadopoulos (CERTH-ΙΤΙ, Greece) Adrian Popescu (CEA LIST, France) Vera Schmitt (Technical University Berlin, Germany) The workshop is supported under the following projects: (i) UEFISCDI DeteRel SOL12/2024 Detection of relationships between entities in unstructured and structured data sets (https://deterel.aimultimedialab.ro/), (ii) AI4Debunk (https://ai4debunk.eu/), (iii) vera.ai “VERification Assisted by Artificial Intelligence” (https://www.veraai.eu/), and (iv) News-Polygraph (https://news-polygraph.com/). On behalf of the organizers, Cristian Stanciu https://www.aimultimedialab.ro/

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[1st CfP] SEMANTiCS 2025 - Call for Workshops and Tutorials
by Kossi Amouzouvi 29 Jan '25

29 Jan '25

SEMANTiCS 2025 - Call for Workshops and Tutorials 21st International Conference on Semantic Systems Vienna, Austria September 03-05, 2025 Important Dates for Workshops: - *Proposals WS Deadline: March 22, 2025 (11:59 pm, AoE)* - *Notification of Acceptance: 29, 2025 (11:59 pm, AoE)* Important Dates for Tutorials (and other meetings, e.g. seminars, show-cases, etc., without call for papers): - *Proposals Tutorial Deadline: June 11, 2025 (11:59 pm, AoE)* - *Notification of Acceptance: June 18, 2025 (11:59 pm, AoE)* *Submission via Easychair on https://easychair.org/conferences/?conf=semantics2025 <https://easychair.org/conferences/?conf=semantics2025>* *SEMANTiCS Workshops and Tutorials* SEMANTiCS 2025 is a major venue for research and industrial innovation and features a workshop and tutorial program addressing the diverse practical interests of its audience. This program is intended to offer a rich diversity of topics to conference attendees and local participants seeking to pick up new skills and stay up-to-date regarding the latest developments in the community. We encourage submissions of proposals on all topics in the general areas of SEMANTiCS 2025 and proposals bridging or introducing new perspectives and/or challenges in these areas. Workshops and tutorials may incorporate panel discussions, lightning talks, meetings, networking or hands-on sessions, hackathons and other practical formats where applicable. Rooms for business or project meetings are available upon request as well. *Scope and Goals* Workshops and tutorials at SEMANTiCS 2025 allow your organization or project to advance and promote your topics and gain increased visibility. The workshops and tutorials will be announced on the SEMANTiCS website, and they will be seen by all participants. SEMANTiCS 2025 workshops and tutorials can be incubators for industrial and scientific communities that form and share a particular research and development agenda, and they will provide a forum for presenting contributions and findings to a diverse and knowledgeable community. Furthermore, the event can be used as a dissemination activity in the scope of large research projects or as a closed format for research/commercial project consortia meetings. *Proceedings* Workshop papers will be published in the SEMANTiCS side event proceedings through CEUR. Side events proceedings will include posters & demos and contributions from workshops. *Setup and Requirements* SEMANTiCS 2025 workshops and tutorials may be either half or full-day long. Workshops and tutorials take place on the days before and/or after the main SEMANTiCS 2025 EU conference (03th of September 2025). Further details will be communicated in due time. Organizers of workshops and tutorials will be granted three free tickets (only for the workshop & tutorial day) for organization purposes or keynotes. Participants of workshops and tutorials will only be charged a reduced fee to cover the basic costs. Workshop and tutorial proposals must include the following information: - outline of the *themes and goals of the event*, including a title and a brief abstract (less than 200 words) intended for the SEMANTiCS 2025 website. - a statement addressing *why the event is important*, *why the event is timely*, and how it is relevant to SEMANTiCS 2025 and the field of Semantic Web. For the tutorials, why the presenters are qualified for a high-quality introduction to the topic. - *related workshops and conferences*, i.e., specifying if this is a continuation of a workshop series or a new workshop. Please provide information about past versions (in any) and other related workshops (including URLs and submission/acceptance counts, if available). - a statement addressing the *quality assurance criteria* that will be used by the event organizers to select the papers for the workshops and the presenters for the tutorials (e.g., peer review or review/evaluation by event organizers). If a peer review process is chosen as a quality assurance criterion for the workshops, the organizers will be responsible for their own reviewing process. Workshop organizers will be responsible also for their own publicity (e.g., website, timelines and call for papers) and proceedings production. - *structure of the event* and plans for generating and stimulating discussion; how will the interaction be organized in case of a hybrid event. - expected *number of event participants* and (in case of previously held events) number of registered attendees and website for previous editions of the event - a description of the intended *audience* and the expected learning *outcomes.* - desired *prerequisite* knowledge of the audience. - proposed *duration of the event* (i.e., half or full day), different sessions if applicable (final time slot will be assigned in accordance with the SEMANTiCS program). - any *equipment*, room capacity, or other logistic constraints. - full *contact information* of all organizers of the event and main contact person; a brief description of each *organizer's background*, including relevant past experience in organizing events. Proposals for workshop and tutorial proposals must be submitted via Easychair: *https://easychair.org/conferences/?conf=semantics2025* <https://easychair.org/conferences/?conf=semantics2025> (max 4 pages) *Important Dates* Important Dates for Workshops: - *Proposals WS Deadline: 22, 2025 (11:59 pm, AoE)* - *Notification of Acceptance: March 29, 2025 (11:59 pm, AoE)* - *Workshop website is online: April 15th, 2025* *Suggested* dates for Workshop organizers (with Call for Papers) - *Submission WS papers Deadline: June 14, 2025 (11:59 pm, AoE)* - *Notification of Acceptance: July 05, 2025 (11:59 pm, AoE)* Important Dates for Tutorials (and other meetings, e.g. seminars, show-cases, etc., without call for papers): - *Proposals Tutorial Deadline: June 11, 2025 (11:59 pm, AoE)* - *Notification of Acceptance: June 18, 2025 (11:59 pm, AoE)* *Review and Evaluation Criteria* Workshop and tutorial proposals will be reviewed by the SEMANTiCS 2025 Workshop Chairs, as well as by the SEMANTiCS 2025 organizing committee, according to the following criteria: - The potential to advance the state of Semantic Web research and practice - The quality assurance criteria proposed by the organizers to select high-quality papers for workshops and presenters for tutorials - The organizers' experience and ability to lead a successful event - Timeliness and expected interest in the event topics - The balance and synergy between all SEMANTiCS 2025 events *Topics of interest include (but are not limited to):* - Web Semantics & Linked (Open) Data - Enterprise Knowledge Graphs, Graph Data Management - Machine Learning Techniques for/using Knowledge Graphs (e.g. reinforcement learning, deep learning, data mining and knowledge discovery) - Interplay between Large Language Models, generative AI and Knowledge Graphs (e.g., Retrieval Augmented Generation) - Knowledge Management (e.g. acquisition, capture, extraction, authoring, integration, publication) - Terminology, Thesaurus & Ontology Management, Ontology engineering - Reasoning, Rules, and Policies - Natural Language Processing for/using Knowledge Graphs (e.g. entity linking and resolution using target knowledge such as Wikidata and DBpedia, foundation models) - Crowdsourcing for/using Knowledge Graphs - Data Quality Management and Assurance - Mathematical Foundation of Knowledge-aware AI - Multimodal Knowledge Graphs - Semantics in Data Science - Semantics in Blockchain environments - Trust, Data Privacy, and Security with Semantic Technologies - IoT, Stream Processing, dealing with temporal data - Conversational AI and Dialogue Systems - Provenance and Data Change Tracking - Semantic Interoperability (via mapping, crosswalks, standards, etc.) - Linked Data storage, triple stores, graph databases - Robust and scalable management, querying and analysis of semantics and data - User interfaces for the Semantic Web & its management - Explainable and Interoperable AI - Decentralised and Federated Knowledge Graphs (e.g., Federated querying, link traversal) - Application of Semantically-Enriched and AI-based Approaches, such as, but not limited to: - Knowledge Graphs in Bioinformatics, Medical AI and Preventive Healthcare - Clinical Use Case of semantic-enabled AI-based Approaches - AI for Environmental Challenges - Semantics in Scholarly Communication and Scientific Knowledge Graphs - AI and LOD within GLAM (galleries, libraries, archives, and museums) institutions - Knowledge Graphs & hybrid AI for predictive maintenance and Industry 4.0/5.0 - Digital Humanities and Cultural Heritage - LegalTech, AI Safety, EU AI Act - Economics of Data, Data Services, and Data Ecosystems We especially invite contributions that illustrate the applicability of the topics mentioned above for industrial purposes and/or illustrate the business relevance of their contribution for specific industries. Workshop proposals on *emerging themes* and *open challenges* for the topics listed above are encouraged. In case you have additional questions concerning the submission process, please do not hesitate to contact us via Easychair. We are looking forward to your contribution! *Workshop & Tutorial Chairs:* - Daniel Garijo, Universidad Politécnica de Madrid, Spain (email: daniel.garijo(a)upm.es) - David Chaves-Fraga, Universidade de Santiago de Compostela Spain (email: david.chaves(a)usc.es) Kind Regards, On behalf of the organising committee. ========================= Dr. Kossi Amouzouvi ScaDS.AI Dresden/Leipzig, TU Dresden -- DISCLAIMER: The contents of this email and any attachments are confidential. They are intended for the named recipient(s) only. If you have received this email by mistake, please notify the sender immediately and you are herewith notified that the contents are legally privileged and that you do not have permission to disclose the contents to anyone, make copies thereof, retain or distribute or act upon it by any means, electronically, digitally or in print. The views expressed in this communication may be of a personal nature and not be representative of AIMS-NEI and/or any of its Centres or Initiatives.

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Final call for Poster Submissions: Reading Concordances Training Day & Symposium @ FAU Erlangen-Nürnberg 19–21 March 2025
by Dykes, Nathan 29 Jan '25

29 Jan '25

The Reading Concordances in the 21st Century project (RC21) is inviting you to two events on concordance reading at FAU in Erlangen, Germany. Both events are **free**, but places are limited – please register early. Thu 20 & Fri 21 March 2025 – RC21 Symposium with poster session Join us for a two-day symposium with talks by guest speakers and the project team. The talks will cover methodology, theory, and applications of concordance reading. The symposium includes a poster session, where participants can present their own research. Poster submissions are open until 31 January 2025. The following speakers will be presenting: Laurence Anthony<https://www.dhss.phil.fau.eu/person/laurence-anthony-ph-d-2/>, Waseda University, Tokyo, Japan Nathan Dykes<https://www.dhss.phil.fau.eu/person/nathan-dykes/>, Friedrich-Alexander-Universität, Erlangen-Nürnberg, Germany Stephanie Evert<https://www.linguistik.phil.fau.de/person/prof-dr-stephanie-evert/>, Friedrich-Alexander-Universität, Erlangen-Nürnberg, Germany Susan Hunston<https://www.birmingham.ac.uk/staff/profiles/elal/hunston-susan>, University of Birmingham, United Kingdom Marc Kupietz<https://www.ids-mannheim.de/digspra/personal/kupietz/>, Leibniz Institute for the German Language (IDS), Mannheim, Germany Michaela Mahlberg<https://michaelamahlberg.com/>, Friedrich-Alexander-Universität, Erlangen-Nürnberg, Germany Alexander Piperski<https://www.linguistik.phil.fau.de/person/alexander-piperski/>, Friedrich-Alexander-Universität, Erlangen-Nürnberg, Germany Patricia Ronan<https://islk.kuwi.tu-dortmund.de/ronan/>, Technical University Dortmund, Germany Charlotte Taylor<https://profiles.sussex.ac.uk/p329327-charlotte-taylor>, University of Sussex, England Yukio Tono<https://www.tufs.ac.jp/research/researcher/people/english/tono_yukio.html>, Tokyo University of Foreign Studies, Japan Valentin Werner<https://www.uni-bamberg.de/eng-ling/personen/werner/>, University of Bamberg, Germany Viola Wiegand<https://www.stir.ac.uk/people/1844219>, University of Stirling, UK Wed 19 March 2025 – RC21 Training Day The Concordance Reading Training Day, which precedes the symposium, includes hands-on sessions on different aspects of concordance reading. Participants need to bring their own devices. Deadline for registration: 19 February 2025 Deadline for submission of poster abstracts: 31 January 2025 The events are part of the Reading Concordances in the 21st Century project jointly funded by the AHRC and the DFG. For more information and registration details: https://www.dhss.phil.fau.eu/reading-concordances-in-the-21st-century-rc21/… The RC21 team is looking forward to welcoming you to FAU! Stephanie Evert, Michaela Mahlberg, Nathan Dykes, Sasha Piperski -- Nathan Dykes Friedrich-Alexander-Universität Erlangen-Nürnberg Department Digital Humanities and Social Studies Werner-von-Siemens-Str. 61 90152 Erlangen

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UCL Summer School in English Corpus Linguistics 2025 (online)
by Aarts, Bas 29 Jan '25

29 Jan '25

The Survey of English Usage at University College London will be running the 12th Summer School in English Corpus Linguistics online from 25-27 June 2025. This Summer School is an accessible and inspiring introductory course in English Corpus Linguistics for students of linguistics and students of the English language. The course will be taught online over three days in the morning (UK time). The course consists of theoretical and practical sessions. Students are expected to have a basic knowledge of concepts in linguistics, especially grammar. Places are limited. Be sure to book early to get the early bird rate. For students in full-time education the course fee includes a free copy of either the ICE-GB Corpus (https://www.ucl.ac.uk/english-usage/projects/ice-gb) or the DCPSE Corpus (https://www.ucl.ac.uk/english-usage/projects/dcpse), with the associated exploration software ICECUP. For more information about the course, provisional timetable and how to apply, see: https://www.ucl.ac.uk/english-usage/summer-school<https://www.ucl.ac.uk/english-usage/summer-school/> Prof. Bas Aarts Department of English Language and Literature UCL Bluesky: @englishgrammar.bsky.social Substack: https://basaarts.substack.com Grammarianism Blog: http://bit.ly/1d1zKzN Continuous Professional Development and INSET courses for teachers: https://bit.ly/39qnKIH Note: I respect your work/life balance. If I send you an email outside of your normal working hours there is no expectation that you will read or respond to the message at that time.

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Lancaster free summer schools in CL - registration open
by Brezina, Vaclav 29 Jan '25

29 Jan '25

Dear all, As every year, the ESRC Centre for Corpus Approaches to Social Science (CASS), Lancaster University offers a free in-person training event: Lancaster Summer schools in corpus linguistics. This year, the summer schools run from 16 to 20 June 2025. * As part of our innovation programme, we offer a new Corpus linguistics for language testing and assessment <https://wp.lancs.ac.uk/corpussummerschools/language-testing-with-corpus-lin…> stream in addition to * Corpus linguistics for analysis of language, discourse and society<https://wp.lancs.ac.uk/corpussummerschools/language-discourse-society/> More info/application form are available here: https://wp.lancs.ac.uk/corpussummerschools/ Please feel to share with postgraduate students and other researchers who might benefit from the training. Please apply early because places are limited. Best, Vaclav Professor Vaclav Brezina Professor in Corpus Linguistics Department of Linguistics and English Language ESRC Centre for Corpus Approaches to Social Science Faculty of Arts and Social Sciences, Lancaster University Lancaster, LA1 4YD Office: County South, room C05 T: +44 (0)1524 510828 [cid:image001.jpg@01DB723D.978AD030]@vaclavbrezina [cid:image002.jpg@01DB723D.978AD030]<http://www.lancaster.ac.uk/arts-and-social-sciences/about-us/people/vaclav-…>

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Third and final CFP: LoResMT 2025 at NAACL 2025
by Atul K. Ojha 29 Jan '25

29 Jan '25

Apologies for cross-posting. --------------------------------------------------------------------------- *The Eighth Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2025)* *https://www.loresmt.org/ <https://www.loresmt.org/>* *@ NAACL 2025 (May 3–4, 2025)* *Albuquerque, New Mexico, U.S.A.* *SUBMISSION* * <https://openreview.net/group?id=aclweb.org/ACL/2024/Workshop/LoResMT>https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/LoResMT <https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/LoResMT>* *TIMELINE* *Paper submission due:* *February 13, 2025* (Anywhere on Earth) *Pre-reviewed (ARR) submission deadline:* *February 27, 2025* *Notification of acceptance:* March 8, 2025 *Camera-ready papers due:* March 17, 2025 (Anywhere on Earth) *Pre-recorded video due (hard deadline):* April 8, 2025 *Workshop dates at NAACL 2025:* May 3–4, 2025 *SCOPE* Based on the success of past low-resource machine translation (MT) workshops at AMTA 2018, MT Summit 2019, AACL-IJCNLP 2020, AMTA 2021, COLING 2022, EACL 2023, ACL 2024, we introduce LoResMT 2025 workshop at NAACL 2025. The workshop provides a discussion panel for researchers working on MT systems/methods for low-resource and under-represented languages in general. We would like to help review/overview the state of MT for low-resource languages and define the most important directions. We also solicit papers dedicated to supplementary NLP tools that are used in any language and especially in low-resource languages. Overview papers of these NLP tools are very welcome. It will be beneficial if the evaluations of these tools in research papers include their impact on the quality of MT output. *TOPICS* We are highly interested in (1) original research papers, (2) review/opinion papers, and (3) online systems on the topics below; however, we welcome all novel ideas that cover research on low-resource languages. - Neural machine translation (NMT) for low-resource languages - Use of LLMs (large language models) for low-resource MT systems - COVID-related corpora, their translations and corresponding NLP/MT systems - Work that presents online systems for practical use by native speakers - Word tokenizers/de-tokenizers for specific languages - Word/morpheme segmenters for specific languages - Alignment/Re-ordering tools for specific language pairs - Use of morphology analyzers and/or morpheme segmenters in MT - Multilingual/cross-lingual NLP tools for MT - Corpora creation and curation technologies for low-resource languages - Review of available parallel corpora for low-resource languages - Research and review papers on MT methods for low-resource languages - MT systems/methods (e.g. rule-based, SMT, NMT) for low-resource languages - Pivot MT for low-resource languages - Zero-shot MT for low-resource languages - Fast building of MT systems for low-resource languages - Re-usability of existing MT systems for low-resource languages - Machine translation for language preservation *SUBMISSION INFORMATION* We are soliciting two types of submissions: (1) research, review, and position papers and (2) system demonstration papers. For research, review and position papers, the length of each paper should be at least four (4) and not exceed eight (8) pages, plus unlimited pages for references. For system demonstration papers, the limit is four (4) pages. Submissions should be formatted according to the official ACL style templates (Overleaf). Please refer to the NAACL submission guideline for further information <https://2025.naacl.org/calls/papers/#paper-submission-details>. Accepted papers will be published at ACL Anthology in the NAACL 2025 and will be presented at the conference. Submissions must be anonymized and should be done using the provided submission system. Scientific papers that have been or will be submitted to other venues must be declared as such and must be withdrawn from the other venues if accepted and published at LoResMT. The review will be double-blind. Authors of an accepted paper should present their paper in person at NAACL 2025. Papers should be submitted in PDF to the LoResMT Open Review <https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/LoResMT>. We would like to encourage authors to cite papers written in ANY language that are related to the topics, as long as both original bibliographic items and their corresponding English translations are provided. Registration is handled by the main conference (https://2025.naacl.org/). *ORGANIZING COMMITTEE (LISTED ALPHABETICALLY)* Atul Kr. Ojha, University of Galway Chao-Hong Liu, Potamu Research Ltd Ekaterina Vylomova, University of Melbourne, Australia Jonathan Washington, Swarthmore College Nathaniel Oco, National University (Philippines) Flammie Pirinen, UiT The Arctic University of Norway, Tromsø Xiaobing Zhao, Minzu University of China *PROGRAM COMMITTEE (LISTED ALPHABETICALLY)* Abigail Walsh, ADAPT Centre, Dublin City University, Ireland Alberto Poncelas, Rakuten, Singapore Ali Hatami, University of Galway Alina Karakanta, Fondazione Bruno Kessler (FBK), University of Trento Anna Currey, AWS AI Labs Aswarth Abhilash Dara, Walmart Global Technology Atul Kr. Ojha, University of Galway & Panlingua Language Processing LLP Bogdan Babych, Heidelberg University Chao-hong Liu, Potamu Research Ltd Constantine Lignos, Brandeis University, USA Daan van Esch, Google Dana Moukheiber, Massachusetts Institute of Technology Ekaterina Vylomova, University of Melbourne, Australia Eleni Metheniti, CLLE-CNRS and IRIT-CNRS Flammie Pirinen, UiT Norgga árktalaš universitehta Gaurav Negi, University of Galway Jinliang Lu, Institute of automation, Chinese Academy of Sciences John Philip McCrae, University of Galway Jonathan Washington, Swarthmore College Koel Dutta Chowdhury, Saarland University Majid Latifi, UPC University Maria Art Antonette Clariño, University of the Philippines Los Baños Milind Agarwal, George Mason University Mathias Müller, University of Zurich Nathaniel Oco, De La Salle University Pavel Rychlý, Masaryk University and Lexical Computing Pengwei Li, Meta Rashid Ahmad, International Institute of Information Technology, Hyderabad Rico Sennrich, University of Zurich Santanu Pal, Wipro Sangjee Dondrub, Qinghai Normal University Sardana Ivanova, University of Helsinki Sourabrata Mukherjee, Charles University Thepchai Supnithi, National Electronics and Computer Technology Center Timothee Mickus, University of Helsinki Valentin Malykh, Huawei Noah’s Ark lab and Kazan Federal University Wen Lai, LMU Munich Xuebo Liu, Harbin Institute of Technolgy, Shenzhen Yalemisew Abgaz, Dublin City University Yasmin Moslem, Bering Lab Zhanibek Kozhirbayev, National Laboratory Astana, Nazarbayev University *CONTACT* Please email loresmt(a)googlegroups.com if you have any questions/comments/suggestions.

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SemEval-2026: Call for Task Proposals
by Semeval Organizers 29 Jan '25

29 Jan '25

SemEval-2026: Call for Task Proposals URL: https://semeval.github.io/SemEval2026/cft # Call for Task Proposals We invite proposals for tasks to be run as part of SemEval-2026. SemEval (the International Workshop on Semantic Evaluation) is an ongoing series of evaluations of computational semantics systems, organized under the umbrella of SIGLEX, the Special Interest Group on the Lexicon of the Association for Computational Linguistics. SemEval tasks explore the nature of meaning in natural languages: how to characterize meaning and how to compute it. This is achieved in practical terms, using shared datasets and standardized evaluation metrics to quantify the strengths and weaknesses and possible solutions. SemEval tasks encompass a broad range of semantic topics from the lexical level to the discourse level, including word sense identification, semantic parsing, coreference resolution, and sentiment analysis, among others. For SemEval-2026, we welcome tasks that can test an automatic system for semantic analysis of text (e.g., intrinsic semantic evaluation, or an application-oriented evaluation). We especially encourage tasks for languages other than English, cross-lingual tasks, and tasks that develop novel applications of computational semantics. See the websites of previous editions of SemEval to get an idea about the range of tasks explored, e.g. SemEval-2020 (http://alt.qcri.org/semeval2020/) and SemEval-2021/2025 (https://semeval.github.io). We strongly encourage proposals based on pilot studies that have already generated initial data, evaluation measures and baselines. In this way, we can avoid unforeseen challenges down the road that may delay the task. We suggest providing a reasonable baseline (e.g., providing a BERT baseline for a classification task) apart from majority vote / random guess. In case you are not sure whether a task is suitable for SemEval, please feel free to get in touch with the SemEval organizers at semevalorganizers(a)gmail.com to discuss your idea. ## Task Selection Task proposals will be reviewed by experts, and reviews will serve as the basis for acceptance decisions. Everything else being equal, more innovative new tasks will be given preference over task reruns. Task proposals will be evaluated on: - Novelty: Is the task on a compelling new problem that has not been explored much in the community? Is the task a rerun, but covering substantially new ground (new subtasks, new types of data, new languages, etc. - one addition is not sufficient)? - Interest: Is the proposed task likely to attract a sufficient number of participants? - Data: Are the plans for collecting data convincing? Will the resulting data be of high quality? Will annotations have meaningfully high inter-annotator agreements? Have all appropriate licenses for use and re-use of the data after the evaluation been secured? Have all international privacy concerns been addressed? Will the data annotation be ready on time? - Evaluation: Is the methodology for evaluation sound? Is the necessary infrastructure available or can it be built in time for the shared task? Will research inspired by this task be able to evaluate in the same manner and on the same data after the initial task? Is the task significantly challenging (e.g. room for improvement over the baselines)? - Impact: What is the expected impact of the data in this task on future research beyond the SemEval Workshop? - Ethical – The data must be compliant with privacy policies. e.g. a) avoid personally identifiable information (PII). Tasks aimed at identifying specific people will not be accepted, b) avoid medical decision making (compliance with HIPAA, do not try to replace medical professionals, especially if it has anything to do with mental health) c) these are representative and not exhaustive ## Submission Details The task proposal should be a self-contained document of no longer than 3 pages (plus additional pages for references). Please see website for further information. ## Important dates - Task proposals due 31 March 2025 (Anywhere on Earth) - Task selection notification 19 May 2025 ## Preliminary timetable - Sample data ready 15 July 2025 - Training data ready 1 September 2025 - Evaluation data ready 1 December 2025 (internal deadline; not for public release) - Evaluation start 10 January 2026 - Evaluation end by 31 January 2026 (latest date; task organizers may choose an earlier date) - Paper submission due February 2026 - Notification to authors March 2026 - Camera ready due April 2026 - SemEval workshop Summer 2026 (co-located with a major NLP conference) Tasks that fail to keep up with crucial deadlines (such as the dates for having the task and CodaLab website up and dates for uploading sample, training, and evaluation data) may be cancelled at the discretion of SemEval organizers. While consideration will be given to extenuating circumstances, our goal is to provide sufficient time for the participants to develop strong and well-thought-out systems. Cancelled tasks will be encouraged to submit proposals for the subsequent year’s SemEval. To reduce the risk of tasks failing to meet the deadlines, we are unlikely to accept multiple tasks with overlap in the task organizers. ## Chairs - Sara Rosenthal, IBM Research AI - Aiala Rosá, Universidad de la República, Uruguay - Marcos Zampieri, George Mason University, USA - Debanjan Ghosh, Educational Testing Service,

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