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Call for Participation: ACM SIGIR Women in IR (WIR)
by Yilmaz, Emine 07 May '25

07 May '25

CALL FOR PARTICIPATION AT THE EVENT OF THE ACM SIGIR WOMEN IN IR At the premises of SIGIR 2025, which will take place in Padova, from July 12th to July 18th, a dedicated event organised by ACM SIGIR Women-in-IR (WIR) is planned on Wednesday, July 16th. The event will consist of a panel followed by a poster session, which aims to provide a platform for women participants at all stages of their career to synthetically present their research interests and share their career paths. A standardized poster template is provided to ensure a consistent presentation format; you can find the template enclosed here<https://docs.google.com/presentation/d/1Ohp7T5g5PitcNtM42aWRIM2INlm4zOF8/ed…>. The panel session will offer an opportunity to listen and talk to experienced researchers (from both Academy and Industry), who will provide their experience as well as suggestions for career paths development. The panel will be followed by an aperitif, during which the poster session will take place. All participants to SIGIR 2025 (not women only!) are warmly invited to attend both the poster and the panel sessions. We encourage all women in IR to: 1. Complete this form<https://docs.google.com/forms/d/e/1FAIpQLSe8wOG5igV3G6PXE6HZlI_fBNTeHYh-Wrd…> to confirm their participation in the poster event (due: May the 23th). 2. Prepare their poster using the provided template, and 3. Submit their poster via (https://forms.gle/JkF2mTx9AjrsQjzj8) in .pdf format by (June the 12th). Please note that presenting a poster is optional. You are very welcome to participate in the event in any case! Gabriella Pasi (Chair), Nazli Goharian (ex-Chair), Faegheh Hasibi, Maria Maistro, Emine Yilmaz (members of the organizing committee)

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Final call for paper: BriGap-2, Bridges and Gaps between Formal and Computational Linguistics (an IWCS 2025 workshop)
by Timothée Bernard 07 May '25

07 May '25

Final call for paper: *BriGap-2, Bridges and Gaps between Formal and Computational Linguistics* (an IWCS 2025 workshop) (with our apologies for cross-posting) Venue: IWCS 2025 (https://iwcs2025.github.io/), Düsseldorf, Germany Date: *September 24th, 2025* (main conference: 22nd-23rd) Workshop website: https://brigap-workshop.github.io/ BriGap-2 is a venue for linguists and NLP scientists to meet: what fruitful interactions can we have? How do we build upon each other’s work? * Description * In recent years, the natural language processing (NLP) community has shifted its focus towards engineering questions. This state of affairs is in no small part due to the recent technical advances that have transformed NLP as a field. In the current large language model (LLM) era, much of what was deemed near impossible to achieve a few years prior is now taken for granted and it stands to reason that mapping how far ahead new computational models have advanced the field has become a central topic for the NLP community. Hence, the current ongoing discourse in NLP focuses more on what can be achieved through language rather than studying language for its own sake. It seems thus that computational and formal linguistics are now separate domains, and that the former is no longer rooted in the latter. To what extent are these traditions truly divorced, and what fruitful bridges can be (re)built? To answer these questions, the second iteration of the workshop on Bridges and Gaps between Formal and Computational Linguistics (BriGap-2) intends to provide a space for formal linguists, computational linguists, and NLP scientists to exchange their perspectives on how their different domains of research can build upon one another. * Workshop topics * - investigation of the linguistic properties of machine learning models, - linguistic representations, vector space semantics, and their relations with theoretical concepts such as compositionality, - use of information-theoretical and computational methods for linguistic inquiry, - formal distributional semantics and neural-symbolic integration for NLP, - formal grammars, symbolic structures and their applications for computational linguistics and NLP, - trends in the history of computational linguistics and NLP, - … * Invited speakers * - Anna ROGERS, IT University of Copenhagen - Kees VAN DEEMTER, Universiteit Utrecht * Submission details * The workshop accepts both archival (original and unpublished research) and non-archival (work-in-progress, dissemination of research published or accepted elsewhere, etc.) submissions in either short (up to 4 pages) or long (up to 8 pages) format. Camera-ready versions of papers will be given one additional page of content so that reviewers’ comments can be taken into account. Each submission should mention whether it targets archival or non-archival status. Archival papers accepted at BriGap-2 will be indexed in the ACL Anthology. Please use the ACL style templates available here: https://github.com/acl-org/acl-style-files The submissions need to be done in PDF format via OpenReview, using the following link: https://openreview.net/group?id=IWCS/2025/Workshop/BriGap-2 * Important dates * - Submission deadline:* Friday, June 6th 2025* - Notification of acceptance: Friday, August 1st 2025 - Workshop: *September 24th, 2025* (main conference: 22nd-23rd) * Contact * For questions, please send an email to brigapworkshop(a)gmail.com or contact one of the workshop chairs: - Timothée Bernard, Université Paris Cité, timothee.bernard(a)u-paris.fr - Timothee Mickus, University of Helsinki, timothee.mickus(a)helsinki.fi - Grégoire Winterstein, Université du Québec à Montréal, winterstein.gregoire(a)uqam.ca

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Deadline extended: Automatic Detection of Borrowings shared task (ADoBo 2025)
by ELENA ALVAREZ MELLADO 07 May '25

07 May '25

The deadline to participate in ADoBo 2025 shared task on automatic detection of borrowings in Spanish has been postponed: the development phase will now end on May 12th and final submissions will be due on May 26th. The competition is now live and can be joined on Codabench: https://www.codabench.org/competitions/7284/ https://adobo-task.github.io/ TIMELINE April 21: Dev set released.<https://www.codabench.org/competitions/7284/> May 12: Test set released. May 26: Systems output submissions. June 9: Working notes paper submission. June 16: Notification of acceptance (peer-reviews). June 23: Camera ready paper submission. September: ADoBo results to be presented at IberLEF 2025. ORGANIZATION COMMITTEE Elena Álvarez-Mellado, Universidad Nacional de Educación a Distancia (UNED). Julio Gonzalo, Universidad Nacional de Educación a Distancia (UNED). Constantine Lignos, Brandeis University. Jordi Porta-Zamorano, Universidad Autónoma de Madrid (UAM). AVISO LEGAL. Este mensaje puede contener información reservada y confidencial. Si usted no es el destinatario no está autorizado a copiar, reproducir o distribuir este mensaje ni su contenido. Si ha recibido este mensaje por error, le rogamos que lo notifique al remitente. Le informamos de que sus datos personales, que puedan constar en este mensaje, serán tratados en calidad de responsable de tratamiento por la UNIVERSIDAD NACIONAL DE EDUCACIÓN A DISTANCIA (UNED) c/ Bravo Murillo, 38, 28015-MADRID-, con la finalidad de mantener el contacto con usted. La base jurídica que legitima este tratamiento, será su consentimiento, el interés legítimo o la necesidad para gestionar una relación contractual o similar. En cualquier momento podrá ejercer sus derechos de acceso, rectificación, supresión, oposición, limitación al tratamiento o portabilidad de los datos, ante la UNED, Oficina de Protección de datos<https://www.uned.es/dpj>, o a través de la Sede electrónica<https://sede.uned.es/> de la Universidad. Para más información visite nuestra Política de Privacidad<https://descargas.uned.es/publico/pdf/Politica_privacidad_UNED.pdf>.

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2nd Call for Papers: Second International Workshop on Construction Grammars and NLP (CxGs+NLP 2025)
by claire.n.bonial.civ＠army.mil 06 May '25

06 May '25

Call for Papers: Second International Workshop on Construction Grammars and NLP (CxGs+NLP 2025) Workshop Website: https://sites.google.com/view/2ndcxgsnlpworkshop/home Please join the workshop’s Google Group for the latest updates and to post any questions you might have: https://groups.google.com/g/cxgsnlp-workshop Overview Constructionist approaches to language posit that all linguistic knowledge needed for language comprehension and production can be captured as a network of form-meaning mappings, called constructions. Construction Grammars (CxGs) do not distinguish between words and grammar rules, but allow for mappings between forms and meanings of arbitrary complexity and degree of abstraction. CxGs are thereby able to uniformly capture the compositional and non-compositional aspects of language use, making the theory particularly attractive to researchers in the field of Natural Language Processing (NLP). CxG theories, for example, can serve as a valuable ‘lens’ to assess and investigate the abilities of today’s large language models, which lack explicit, theoretically grounded linguistic insights. At the same time, techniques from the field of NLP are often employed for the further development and scaling of CxG theories and applications. This workshop aims to bring together researchers across theory and practice from the two complementary perspectives of Construction Grammar and NLP to explore how CxG approaches can both inform and benefit from NLP methods, with an emphasis on LLMs. Therefore, we invite original research papers from a broad spectrum of topics, including but not limited to: Contributions to Construction Grammar theory Construction Grammar Formalisms Computational Construction Grammar Implementations Natural Language Understanding (NLU) Opinion pieces on the interplay between Construction Grammar and NLP Constructions and Language Models (Mechanistic interpretability, probing (e.g., BERTology), and evaluation of LLMs) Resources: Constructicons and corpora annotated for Construction Grammar Construction Grammar learning and adaptation Applications at the intersection of Construction Grammar and NLP Invited Speakers Adele Goldberg, Professor of Psychology, Princeton University Thomas Hoffmann, Professor of English Language and Linguistics, Catholic University of Eichstätt-Ingolstadt Laura Michaelis, Professor of Linguistics, University of Colorado Boulder Venue & Workshop Details The 2nd CxGs+NLP workshop will be co-located with the 16th International Conference on Computational Semantics (IWCS), organized by the Heinrich Heine University (HHU) in Düsseldorf, Germany. The workshop will be a full day on 24 September 2025. Additionally, we will be hosting a community-building event in Düsseldorf on 25 September 2025, including panel discussions and breakout sessions on how to organize CxG community resources. We are expecting the workshop to be in-person only, but are awaiting details on the possibility of a hybrid presentation option. Important Dates Jun 06: submission deadline Aug 01: notification of acceptance, registration opens Aug 22: camera-ready papers due Sep 22-23: IWCS main conference Sep 24: workshop Sep 25: community-building event Submission information Two types of submission are solicited: long papers and short papers. Long papers should describe original research and must not exceed 8 pages. Short papers (typically system or project descriptions, or ongoing research) must not exceed 4 pages. Acknowledgments, references, a limitations section (optional), an ethics statement (optional), and a technical appendix (optional, not subject to reviewing) do not count towards the page limit. Accepted papers get an extra page in the camera-ready version and will be published in the conference proceedings in the ACL Anthology. Additionally, non-archival publications will be considered for acceptance into the workshop as in-person poster presentations only. CxGs+NLP 2 papers should be formatted following the common two-column structure as used by IWCS 2021 (borrowed from ACL 2021). Please use these specific style-files or the Overleaf template. Style files: https://iwcs2021.github.io/download/iwcs2021-templates.zip Overleaf template: https://www.overleaf.com/latex/templates/instructions-for-iwcs-2021-proceed… Double submission policy: We will accept submissions that have been submitted elsewhere, but require that the authors notify us, including information on where else they are submitting and let us know if the work is accepted for publication elsewhere. Submission site TBA. Instructions for Double-Blind Review As reviewing will be double blind, papers must not include authors’ names and affiliations. Furthermore, self-references or links (such as github) that reveal the author’s identity, e.g., “We previously showed (Smith, 1991) …” must be avoided. Instead, use citations such as “Smith previously showed (Smith, 1991) …” Papers that do not conform to these requirements will be rejected without review. Papers should not refer, for further detail, to documents that are not available to the reviewers. For example, do not omit or redact important citation information to preserve anonymity. Instead, use third person or named reference to this work, as described above (“Smith showed” rather than “we showed”). If important citations are not available to reviewers (e.g., awaiting publication), these paper/s should be anonymised and included in the appendix. They can then be referenced from the submission without compromising anonymity. Papers may be accompanied by a resource (software and/or data) described in the paper, but these resources should also be anonymized. Workshop Chairs Claire Bonial (U.S. Army Research Lab) Harish Tayyar Madabushi (The University of Bath) Workshop Organizing Committee Melissa Torgbi (The University of Bath) Leonie Weissweiler (University of Texas at Austin) Austin Blodgett (U.S. Army Research Lab) Katrien Beuls (University of Namur, Belgium) Paul Van Eecke (Vrije Universiteit Brussel, Belgium) Contact: Please join the workshop’s Google Group for the latest updates and to post any questions you might have: https://groups.google.com/g/cxgsnlp-workshop

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First Call for Participation: Model Compression Shared Task @ WMT 2025
by Marco Gaido 06 May '25

06 May '25

We are pleased to announce a brand new Model Compression track <https://www2.statmt.org/wmt25/model-compression.html> at WMT 2025 <https://www2.statmt.org/wmt25/index.html>. This shared task aims to evaluate the potential of model compression techniques in reducing the size of large, general-purpose large language models, with the goal of achieving an optimal balance between practical deployability and high translation quality in specific machine translation (MT) scenarios. The task’s broader objectives include fostering research into efficient, accessible, and sustainable deployment of LLMs for MT, establishing a common evaluation framework to monitor progress in model compression across a wide range of languages, and enabling meaningful comparisons with state-of-the-art MT systems through standardized evaluation protocols aimed at assessing not only translation quality but also efficiency. Although the focus is on model compression, the task is closely aligned with the General MT shared task <https://www2.statmt.org/wmt25/translation-task.html>, sharing language directions, test data, and protocols for automatic MT quality evaluation. Additionally, the task follows the same timeline as the flagship WMT task. We warmly invite participation from academic teams and industry players interested in applying existing compression methods to MT or exploring innovative, cutting-edge approaches. THE TASK IN A NUTSHELL - Goal: Reduce the size of a general-purpose LLM while maintaining a balance between model compactness and MT performance. - Languages: The first round will focus on the same language pairs as the General MT track. - Conditions: - Constrained: Participants work within a predefined model and language setting for directly comparable results. - Unconstrained: Participants are free to compress any model across language directions of their choice. - Evaluation Criteria: - Translation quality: Automatically measured using the LLM-as-a-judge framework from the General MT task - Model size: Defined by the memory usage - Inference speed: Measured by total processing time over the test set IMPORTANT DATES - Test data released: 26th June 2025 - Translation submission deadline: 3rd July 2025 - System description abstract paper: 10th July 2025 - System description submission: 14th August 2025 WEBSITE: https://www2.statmt.org/wmt25/model-compression.html ORGANIZERS: - Marco Gaido, Fondazione Bruno Kessler - Matteo Negri, Fondazione Bruno Kessler - Roman Grundkiewicz - Microsoft Translator - TG Gowda - Microsoft Translator CONTACTS: - Marco Gaido - mgaido(a)fbk.eu Matteo Negri - negri(a)fbk.eu -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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Deadline extended (May 23rd) for Touché @ CLEF 2025: Shared Tasks on Argumentation Systems (Classification, Detection, Retrieval, Generation)
by Kiesel, Johannes 06 May '25

06 May '25

Touché @ CLEF 2025: Shared Tasks on Argumentation Systems (Classification, Detection, Retrieval, Generation) Call for Participation We'd like to invite you to participate in the following shared tasks at Touché 2025 held in conjunction with the CLEF conference in Madrid, Spain. We extended the submission deadline to May 23rd. 1. Retrieval-Augmented Debating. Sub-Task 1: Generate responses to argue against a simulated debate partner. Sub-Task 2: Evaluate systems of sub-task 1. https://touche.webis.de/clef25/touche25-web/retrieval-augmented-debating.ht… 2. Ideology and Power Identification in Parliamentary Debates. Sub-Task 1: Given a parliamentary speech in one of several languages, identify the ideology of the speaker's party. Sub-Task 2: Given a parliamentary speech in one of several languages, identify whether the speaker's party is currently governing or in opposition. Sub-Task 3: Given a parliamentary speech, identify the position of the speaker's party in populist - pluralist scale. https://touche.webis.de/clef25/touche25-web/ideology-and-power-identificati… 3. Image Retrieval/Generation for Arguments. Given an argument, find (retrieve or generate) images that help to convey the argument's premise. https://touche.webis.de/clef25/touche25-web/image-retrieval-for-arguments.h… 4. Advertisement in Retrieval-Augmented Generation. Sub-Task 1: Create relevant responses for a given query, based on a set of document segments. Sub-Task 2: Given a query and a response, classify whether the response contains an advertisement or not. https://touche.webis.de/clef25/touche25-web/advertisement-detection.html Find out more at https://touche.webis.de/clef25/touche25-web/ and join our mailing list at https://groups.google.com/g/touche-lab for staying up to date. Important Dates -------------------------- 2025-05-23: Approaches submission deadline 2025-05-30: Participant paper submission 2025-06-10: Peer review notification 2025-07-07: Camera-ready participant papers submission 2025-09 09-12: CLEF Conference in Madrid and Touché Workshop Links -------------------------- Touché: https://touche.webis.de Contact: touche(a)webis.de<mailto:touche@webis.de> We are looking forward to your submission! The Touché team

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ReproducibiliTea in the HumaniTeas
by Elen Le Foll 06 May '25

06 May '25

This coming Monday 12 May ReproducibiliTea in the HumaniTeas is delighted to welcome Nathan Dykes (FAU Erlangen) for a short input talk (20 minutes) entitled "Beyond the gold standard: Transparency in qualitative corpus analysis" followed by a 60-minute discussion on the application of Open Sciences practices in qualitative research. ReproducibiliTea in the HumaniTeas is an informal place to network with linguists and other humanities scholars to learn more about reproducibility, Open Science, and good scientific practice. We meet on selected Mondays 16-17:30 pm CEST. Our programme this semester also includes a session on "Reproducibility when working with large language models: A hallucination?" with Nils Reiter and on "Language and its role for replicability" with Xenia Schmalz, Anna Yi Leung and Johannes Breuer. We aim to be as inclusive as possible: from B.A. students to full professors, everyone is welcome and there are no silly questions! Details can be found here: https://ub.uni-koeln.de/kurse-beratung/specials/reproducibilitea-in-the-hum…. You can join us in person at the University Library in Cologne where we serve tea and biscuits or online via Zoom. Please join our mailing list to get the Zoom links: https://lists.uni-koeln.de/mailman/listinfo/reproducibilitea-humaniteas. -- *Dr. Elen Le Foll* /Post-Doctoral Researcher & Lecturer/ Department of Romance Studies <https://romanistik.phil-fak.uni-koeln.de/> • Data Center for the Humanities <https://dch.phil-fak.uni-koeln.de/> • University of Cologne <https://portal.uni-koeln.de/en/uoc-home> Applied Linguistics • Corpus Linguistics • Language Teaching & Learning ORCID <https://orcid.org/0000-0002-5839-8010> • HAL Science <https://cv.hal.science/elenlefoll> *Recent publications:* Wagne, Ahmadou, Elen Le Foll, Florentine Frantz & Jana Lasser. 2025. Giving the outrage a name – how researchers are challenging employment conditions under the hashtags #IchBinHanna and #IchBinReyhan. Information, Communication & Society. 1–27. https://doi.org/10.1080/1369118X.2025.2452273. Le Foll, Elen & Muhammad Shakir. 2025. The Multi-Feature Tagger of English (MFTE): Rationale, Description and Evaluation. Research in Corpus Linguistics 13(2). 63–93. https://doi.org/10.32714/ricl.13.02.03. Le Foll, Elen. 2024. Textbook English: A Multi-Dimensional Approach (Studies in Corpus Linguistics 116). Amsterdam: John Benjamins. https://doi.org/10.1075/scl.116.

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IndiREAD Workshop – 2nd Call for Papers
by Iza Skrjanec 06 May '25

06 May '25

IndiREAD Workshop 2025: 2nd Call for Papers Saarbrücken, Germany, November 26-27, 2025 IndiREAD is a workshop jointly organized by the ERC Project "Individualized Interaction in Discourse" IDDISC [1] and the MultiplEYE COST [2] action "Enabling multilingual eye-tracking data collection for human and machine language processing research". While experimental research in reading has a long tradition in identifying key factors that influence reading patterns--including text properties such as font difficulty, word and structure frequency, word predictability, and dependency length--recent studies have emphasized the importance of individual variability in reading behaviour (e.g., Haeuser & Kray, 2024; Kuperman et al., 2018; Nicenboim et al., 2016; Staub, 2021). This work has linked individual variability in reading patterns to differences in working memory capacity, reading skills, linguistic experience, and domain expertise among readers. This informs our understanding of how text characteristics and individual reader attributes interact to shape eye movements during reading. IndiREAD aims to bring together researchers interested in investigating individual differences in reading using both experimental and computational approaches. This workshop will focus on methods such as eye-tracking, self-paced reading, and the Maze task, with particular interest in how reading behaviour is correlated with individual differences. We also encourage submissions of computational models for eye movements or reading behavior that shed light on the mechanisms behind these differences. The goal is to foster collaboration between experimental and computational researchers to better understand individual variability among readers. We especially welcome submissions of reading time experiments and modelling of languages beyond English. The IndiREAD Workshop invites submissions of abstracts addressing the following questions:  * How do individual differences impact the way people read? * How do reading patterns vary across different languages, particularly in bilinguals? * How do reading patterns change across the lifespan? * Which individual difference measures are most suitable for capturing variability in reading patterns? * How can we evaluate psycholinguistic theories of reading and sentence processing across languages? * How can computational models account for individual differences in reading? * How does text adaptation influence reading patterns and comprehension among different individuals? * What statistical methods are best suited for reliably identifying latent groups and relating individual differences to reading performance? Workshop dates: November 26-27, 2025 Workshop format: The workshop will be held in-person in Saarbrücken, Germany. It will feature presentations from invited speakers, as well as contributions based on workshop submissions. The format of the presentations (oral or poster) will be determined based on the number of submissions we receive. Submission deadline: July 23, 2025. Submissions: The abstracts must not exceed 1000 words for the text (excl. captions), 10000 characters for references, and a maximum of 2 tables or figures. Abstracts should be submitted in PDF format, with 2.54 cm margins on all sides and 12 point font size, single-spaced. Please indicate up to three appropriate keywords for your abstract, which will be used for session planning. Abstracts must be written in English and should include a clear title but no information revealing the author(s). We welcome submissions for work that is being considered by other conferences, workshops, or journals. Templates for formatting in LaTeX and Word are provided on the conference website. Submission platform: https://openreview.net/group?id=IndiREAD/2025 Volunteer reviewers: We also invite all interested parties with relevant research experience to volunteer to help review abstracts for the workshop. All reviewers should hold a PhD. Please indicate your interest using the following form: https://forms.office.com/e/0fGmHW7q11 Conference website: https://www.uni-saarland.de/indiread [3] Contact email: indiread(a)lst.uni-saarland.de Travel grants: This workshop is sponsored by the MultiplEYE COST Action, which will provide financial support to cover travel expenses for a limited number of participants. Authors will be invited to apply for travel funding upon abstract acceptance. Funding may be partial, and priority will be given to junior researchers. Best, Iza Škrjanec IndiREAD Organizing Committee Links: ------ [1] https://www.uni-saarland.de/lehrstuhl/demberg/individualized-interaction-in… [2] https://multipleye.eu/ [3] https://www.uni-saarland.de/indiread

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Deadline postponed: Slav-NLP at ACL: 10th Workshop on NLP for SlavicLanguages
by Roman Yangarber 05 May '25

05 May '25

(Apologies for cross-posting) Deadline for Slavic NLP workshop is postponed to May 10 AOE. Note the new possibility to _commit papers via ARR_ — Details on uploading papers+reviews from ARR to START will appear soon on the Workshop Home page <http://bsnlp.cs.helsinki.fi/>. **Call for Papers:* * * Slav-NLP:10thWorkshoponNLP for Slavic languages At ACL-2025, Vienna, Austria 31 July 2025 bsnlp.cs.helsinki.fi <http://bsnlp.cs.helsinki.fi/> Submission Deadline: 10 May ** WORKSHOPDESCRIPTION The 10th edition of the Slav-NLP Workshop — at ACL 2025. Sponsored by SIGSLAV: ACL Special Interest Group on Slavic NLP. Slavic languages play a crucial role due to their diverse cultural heritage and wide use — over 400M speakers worldwide. Current political and economic developments in Central/ Eastern Europe thrust the Slavic languages into sharp focus, especially in light of rapid technological advancements, and evolving consumer markets. Research on applied **and ***theoretical*NLP in the context of Slavic languages is still lagging. Linguistic phenomena that are common to the Slavic languages — rich morphology, free word order, etc. — make NLP for these languages challenging. Slav-NLP Workshops gather researchers from academia and industry, aiming to stimulate research in Slavic NLP, and foster the creation of tools and resources. The Workshops welcome the exchange of ideas and experience, discussing current challenges, and promoting the available resources. The structural similarity, as well as the easily recognizable core vocabulary and inflectional inventory spanning this large language group, creates a special environment where researchers can appreciate the shared problems and communicate naturally. We are happy *again *to organize Slav-NLP in Central Europe. This Workshop addresses Natural Language Processing (NLP) for the Slavic languages. NLP tasks in urgent need of attention include: * language modeling, * morphological, syntactic and semantic analysis, * lexical semantics, * named-entity recognition, * text normalization and processing non-standard language, * co-reference resolution, * information extraction, * question answering, * text summarization, * machine translation, * development of linguistic resources, * development and assessment of large language models, * text classification, * text generation, * disinformation detection, * fact verification, * sentiment analysis. The Workshop continues the proud tradition established by the 9 previous (B)SNLP Workshops. IMPORTANT DATES * Submission deadline: *10 May*2025 * Pre-reviewed ARR commitment: 20 May2025 * Notification of acceptance: *1 June*2025 * Camera-ready papers due: 15 June 2025 * Workshop: 31 July 2025 ** SHARED TASK This year the Slav-NLP Workshop features — Shared Task on Detection and Classification of Persuasion Techniques— in two types of texts: (a) parliamentary debateson highly-contested topics, and (b) social media postsrelated to the spread of propaganda and disinformation. Read about the Shared Task on the Workshop’s Web page. SUBMISSION At the Workshop’s Web page: bsnlp.cs.helsinki.fi <http://bsnlp.cs.helsinki.fi/call-for-papers.html> * * Workshop Contact: bsnlp(a)cs.helsinki.fi * -- Roman Yangarber Professor, University of Helsinki, Finland Digital Humanities INEQ: Helsinki Inequality Initiative <https://helsinki.fi/en/ineq-helsinki-inequality-initiative> — Linguistic Inequalities and Translation Technologies ------------------------------------------------------------------------ e-Learning & language learning Language Learning Lab Unioninkatu 40, Metsätalo A214 revitaAI.github.io <https://revitaai.github.io> helsinki.fi/language-learning-lab <https://www.helsinki.fi/language-learning-lab> mobile: +358 50 41 51 71 3 ------------------------------------------------------------------------ RЯ

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[1st CFP] Shared Task on LLMs for Ontology Learning
by D'Souza, Jennifer 05 May '25

05 May '25

The 2nd Large Language Models for Ontology Learning Challenge Co-located with the 24th International Semantic Web Conference (ISWC 2025) November 2-6, 2025 Nara, Japan <https://sites.google.com/view/llms4ol2025/home>https://sites.google.com/view/llms4ol2025 Challenge Overview The 2nd LLMs4OL Challenge@ISWC 2025 invites researchers and practitioners to explore the capabilities of Large Language Models (LLMs) in automating Ontology Learning (OL). As the Semantic Web evolves, automating the extraction and structuring of knowledge becomes paramount. This challenge focuses on leveraging LLMs to enhance OL processes, contributing to more intelligent and interoperable web systems. Building upon the success of the 1st LLMs4OL Challenge at ISWC 2024, this second edition aims to further the community's understanding and development of LLM-driven OL methodologies. Challenge Tasks Participants can engage in one or more of the following tasks: * Task A - Text2Onto: Extract ontological terminologies and types from a raw text. * Task B - Term Typing: Discover the generalized type for a lexical term. * Task C - Taxonomy Discovery: Discover the taxonomic hierarchy between type pairs. * Task D - Non-Taxonomic Relation Extraction: Identify non-taxonomic, semantic relations between types. Each task is designed to address specific aspects of OL, encouraging innovative approaches and solutions. Important Dates * Test dataset release: June 1st, 2025 * Begin accepting system submissions: June 2nd, 2025 * End accepting system submissions: June 22nd, 2025 * Participants' Papers Submissions Due: July 5th, 2025 * Notification of Acceptance: July 19th, 2025 * Camera-ready due: July 30th, 2025 * ISWC 2025, Nara, Japan: November 2-6, 2025

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