February 2026 - Corpora

Final CfP: Universal Dependencies Workshop @ LREC 2026
by cagri coltekin 10 Feb '26

10 Feb '26

*** apologies for cross-posting *** CALL FOR PAPERS Ninth Workshop on Universal Dependencies (UDW 2026) 16 May 2026, Palma de Mallorca, Spain (co-located with LREC 2026) https://universaldependencies.org/udw26/ Overview Universal Dependencies (UD) is a framework for cross-linguistically consistent treebank annotation that has so far been applied to over 180 languages. The framework aims to capture similarities as well as idiosyncrasies among typologically different languages (e.g., morphologically rich languages, pro-drop languages, and languages featuring clitic doubling). The goal in developing UD was not only to support comparative evaluation and cross-lingual learning but also to facilitate multilingual natural language processing, enable comparative linguistic studies, and provide resources for language model understanding and evaluation. The Universal Dependencies Workshop series was started to create a forum for discussion of the theory and practice of UD, its use in research and development, and its future goals and challenges. Some of the previous workshops have been co-located with COLING, EMNLP, and SyntaxFest. We invite papers on all topics relevant to UD, including but not limited to: * Theoretical foundations and universal guidelines * Linguistic analysis of specific languages and/or constructions * Language typology and linguistic universals * Treebank annotation, conversion, and validation * Word segmentation, morphological tagging and syntactic parsing * Use of UD data for evaluating or understanding language models * Linguistic studies based on the UD data Priority will be given to papers that adopt a cross-lingual perspective. Invited Speakers * Marie-Catherine de Marneffe, UC Louvain * Stephen Mayhew, Duolingo Important Dates Paper submission deadline: February 16, 2026 Notification of acceptance: March 16, 2026 Camera-ready version due: March 30, 2026 Workshop date: May 16, 2026 Submission Formats We invite submissions in two formats: * Regular (long) papers up to 8 pages of content (excluding references and appendices). Regular papers should present substantial, original, and unpublished research, including empirical evaluation results where appropriate. * Short papers up to 4 pages of content (excluding references and appendices). Short papers may offer smaller, focused contributions, such as work in progress, negative results, surveys, or opinion pieces. We also welcome non-archival papers, defined as work that has already been published or accepted for publication at another computational linguistics venue. These papers may be presented at the workshop but will not appear in the LREC 2026 Workshop Proceedings. Accepted papers will be given one additional page to address reviewer comments. Paper Submission, Review Process and Selection Criteria Submissions will be handled via the START Conference Manager. * Submission link: https://softconf.com/lrec2026/UDW2026/ Papers should describe original work; they should emphasise completed work rather than intended work, and should indicate clearly the state of completion of the reported results. Submissions will be judged on correctness, originality, technical strength, significance and relevance to the conference, and interest to the attendees. All submissions should follow the two-column LREC style guidelines. We strongly recommend the use of the LaTeX style files, OpenDocument, or Microsoft Word templates created for LREC: https://lrec2026.info/authors-kit/. Unlike LREC main conference submissions, UDW submissions are allowed to include appendices, and the UDW makes a distinction between short (up to four pages) and long papers (up to eight pages). All papers must be anonymous, i.e., not reveal author(s) on the title page or through self-references. So, e.g., “We previously showed (Smith, 2020) …”, should be avoided. Instead, use citations such as “Smith (2020) previously showed …”. All papers will undergo a double-blind peer review process, with final acceptance decisions made by the workshop chairs. Submissions that violate the requirements above will be rejected without review. LRE-Map and Sharing Language Resources When submitting a paper from the START page, authors will be asked to provide essential information about resources (in a broad sense, i.e. also technologies, standards, evaluation kits, etc.) that have been used for the work described in the paper or are a new result of your research. Moreover, ELRA encourages all LREC authors to share the described LRs (data, tools, services, etc.) to enable their reuse and replicability of experiments (including evaluation ones). Presentation Format Accepted papers will be presented as oral or poster presentations. The mode of presentation will be determined by the workshop chairs and does not reflect the quality of the submission. UDW 2026 will primarily be an in-person event, but online participation will also be possible for the participants who cannot travel to the conference. Accepted papers will be published in the LREC 2026 Workshop Proceedings. Website: https://universaldependencies.org/udw26/ Contact: udw26(a)googlegroups.com Organizing Committee * Çağrı Çöltekin, Tübingen University * Kaja Dobrovoljc, University of Ljubljana & Jozef Stefan Institute * Joakim Nivre, Uppsala University

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Survey of English Usage Annual Report 2025
by Bas Aarts 10 Feb '26

10 Feb '26

Dear colleagues, Please find below a link to the Survey of English Usage Annual Report for 2025: https://www.ucl.ac.uk/arts-humanities/english/research/survey-english-usage… All the best, Bas Prof. Bas Aarts Department of English Language and Literature UCL Substack: https://basaarts.substack.com/ Continuous Professional Development and INSET courses for teachers: https://bit.ly/39qnKIH X: @UCLEnglishUsage and @EngliciousUCL 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. Here, history happens. [image.png]

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[deadline extension] 3rd Call for paper: The Information Disorder Workshop
by s.frenda＠hw.ac.uk 10 Feb '26

10 Feb '26

The Information Disorder Workshop Collocated with LREC 2026 in Palma de Mallorca, Spain https://information-disorder-workshop.github.io/ * February 24: Paper submission * March 17: Notification of acceptance * March 30: Camera-ready submission * May 12, 2026: InDor at LREC! Online disinformation is a pressing challenge for our societies. Its role in influencing elections (Allcott & Gentzkow, 2017) and behaviours (van der Linden et al., 2020) has gathered the attention of different societal actors aimed at mitigating its negative impact. The Natural Language Processing (NLP) community is contributing to fighting this phenomenon with a growing number of datasets (Hussain et al., 2025) and technologies (VeraAI, AskVera, Bellingcat) (Lupi et al., 2023; Wuhrl et al., 2023) for the automatic recognition of fake news. However, this field of research suffers from a lack of a common theoretical framework, which causes a fragmentation of approaches. The increasing attention of the NLP community to human-label variation (Plank, 2022) raises additional challenges regarding the cross-cultural and pragmatic implications that determine the spreading of disinformation (Dabbous et al., 2022). The goal of the Information Disorder (InDor) workshop is to promote an interdisciplinary and intersectorial discussion towards the development of NLP research on disinformation. Information Disorder is a recent framework introduced by Wardle and Derakhshan (2017) to organize theories, definitions, and approaches for the study of disinformation. The framework is characterized by two main pillars: 1) acknowledging the need to categorize fake news under a finer-grained taxonomy of disorders (mis-information, dis-information, and mal-information); 2) exploring the role of the contextual factors that determine the spreading of fake news. InDor aims to Define a common theoretical ground for the research on disinformation in NLP and beyond Discuss the cultural factors determining subjectivity to disinformation Promote interdisciplinarity in the development of datasets and models Discuss the impact of real-world applications to contrast disinformation The InDor workshop (half-day duration) will be co-located with the fifteenth biennial Language Resources and Evaluation Conference (LREC) held at the Palau de Congressos de Palma in Palma de Mallorca, Spain, on 11-16 May 2026. Submissions When submitting a paper from the START page, authors will be asked to provide essential information about resources (in a broad sense, i.e. also technologies, standards, evaluation kits, etc.) that have been used for the work described in the paper or are a new result of your research. Moreover, ELRA encourages all LREC authors to share the described LRs (data, tools, services, etc.) to enable their reuse and replicability of experiments (including evaluation ones). In addition, authors will be required to adhere to ethical research policies on AI and may include an ethics statement in their papers. The papers should be submitted as a PDF document, conforming to the formatting guidelines provided in the call for papers of the LREC conference. Templates are provided here https://lrec2026.info/authors-kit/ We accept three types of submissions: Regular research papers; Non-archival submissions: like research papers, but will not be included in the proceedings; (Non-archival) research communications: 1-page abstracts summarising relevant research published elsewhere. InDor will also accept submissions that have been rejected from ACL rolling review, provided they are accompanied by their reviews, and they fit the topic of the workshop. Research papers (archival or non-archival) may consist of up to 8 pages of content. Research communications may consist of up to 1 page of content. Please make the submission here: https://softconf.com/lrec2026/InDor26/ Topics We invite original research papers specifically on the following topics, with a particular focus on resources, taxonomies, and benchmarks for the evaluation of NLP systems on Information Disorder: new interdisciplinary theoretical proposals and foundational aspects surveys on Information Disorder multiculturality and multilinguality in datasets and technologies interdisciplinary computational methods and frameworks community- and user-centred approaches real-world applications to contrast false information experimental applications and projects for social good evaluation of Information Disorder-focused systems generative approaches to contrast false information participatory approaches positions on Information Disorder Submissions are open to all and are to be submitted anonymously (and must conform to the instructions for double-blind review). All papers will be refereed through a double-blind peer review process by at least three reviewers, with final acceptance decisions made by the workshop organisers. Scientific papers will be evaluated based on relevance, significance of contribution, impact, technical quality, scholarship, and quality of presentation. Attendance At least one author of each accepted paper is required to participate in the conference and present the work, in-person or online. Workshop organisers: Simona Frenda, Heriot-Watt University Marco Antonio Stranisci, University of Turin Shaina Ashraf, Phillips University of Marburg Ada Ren, Macquarie University Ioannis Konstas, Heriot-Watt University Usman Naseem, Macquarie University Contact us at s.frenda(a)hw.ac.uk if you have any questions. Website: https://information-disorder-workshop.github.io/

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PAN @ CLEF 2026: Shared Tasks on Authorship Analysis, Computational Ethics, and Originality Call for Participation
by Martin Potthast 09 Feb '26

09 Feb '26

We'd like to invite you to participate in the following shared tasks at PAN 2026 held in conjunction with the CLEF conference in Jena, Germany. 1. Voight-Kampff Generative AI Detection. Given a (potentially obfuscated) text, decide whether it was written by a human or an AI. https://pan.webis.de/clef26/pan26-web/generated-content-analysis.html 2. Text Watermarking. Insert a watermark into a given text. Then, after we have attacked the text, detect the inserted watermark. https://pan.webis.de/clef26/pan26-web/text-watermarking.html 3. Multi-Author Writing Style Analysis. Given a document, determine at which positions the author changes. https://pan.webis.de/clef26/pan26-web/style-change-detection.html 4. Generative Plagiarism Detection. Given a document and a collection of documents, your task is to identify all sources in the collection that the document plagiarizes. https://pan.webis.de/clef26/pan26-web/generated-plagiarism-detection.html 5. Reasoning Trajectory Detection. Detect the source and safety of LLM-generated and human-written reasoning trajectories. https://pan.webis.de/clef26/pan26-web/reasoning-trajectory-detection.html More information: https://pan.webis.de/clef26/pan26-web/index.html Important Dates -------------------------- now Training Data Released April 23, 2026: Registration closes May 07, 2026: Software submission deadline May 28, 2026: Participant paper submission June 30, 2026: Peer review notification July 06, 2026: Camera-ready participant papers submission September 21-24, 2026: CLEF Conference Links -------------------------- PAN: https://pan.webis.de Contact: pan(a)webis.de We are looking forward to your submission! The PAN team

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Post Doc positions (24 months) in digital linguistics / NLP at TurkuNLP
by Veronika Laippala 09 Feb '26

09 Feb '26

Dear all, The TurkuNLP research group at the University of Turku, Finland, invites applications for 2–4 fixed-term postdoctoral researcher positions in Digital Linguistics and/or Natural Language Processing (NLP). Employment begins in March–April 2026 at the earliest (or as agreed) and continues for 24 months or until the end of May 2028. The positions are part of several research projects targeting web language use and massively multilingual web-crawled data. All projects are funded by the Research Council of Finland, including the newly selected Centre of Excellence Human Diversity through Contacts. The research topics include, but are not limited to: - Modeling and linguistically analyzing language use across varieties such as registers (genres) in massively multilingual web-scale data, using multilingual deep learning methods, LLMs, and corpus-linguistic statistical approaches - Developing NLP methods for advanced semantic analysis and labeling of multilingual web data - Theoretical and methodological advances for web language use and web-as-corpus research The closing date for applications is February 26, 2026 at 16:00 (Europe/Helsinki). For more information, please contact me or visit https://ats.talentadore.com/apply/tutkijatohtorin-maaraaikaisia-tehtavia-di… and https://sites.utu.fi/humandiversity/news/positions-open-in-human-diversity-…. Best regards, Veronika Laippala

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Call for Papers: LxGr2026
by Costas Gabrielatos 09 Feb '26

09 Feb '26

11th Symposium on Corpus Approaches to Lexicogrammar (LxGr2026) CALL FOR PAPERS Deadline for abstract submission: 1 March 2026 The symposium will take place online on Thursday 2 and Friday 3 July 2026 Invited Speakers Stefan Gries<https://www.stgries.info/> (University of California, Santa Barbara, USA) Martin Hilpert<http://members.unine.ch/martin.hilpert> (University of Neuchâtel, Switzerland) Serge Sharoff<https://ssharoff.github.io/> (University of Leeds, UK) Organiser: Costas Gabrielatos<https://ehu.ac.uk/gabrielatos> (Edge Hill University) LxGr primarily welcomes papers reporting on corpus-based research on any aspect of the interaction of lexis and grammar -- particularly studies that interrogate the system lexicogrammatically to get lexicogrammatical answers. However, position papers discussing theoretical or methodological issues, as well as descriptions or demonstrations of tools or resources are also welcome, as long as they are relevant to both lexicogrammar and corpus linguistics. If you would like to present, send an abstract of 500 words (excluding references) to lxgr(a)edgehill.ac.uk<mailto:lxgr@edgehill.ac.uk>. * Abstracts for research papers should specify the research focus (research questions or hypotheses), the corpus, the methodology (techniques, metrics), the theoretical orientation, and the main findings. * Abstracts for position papers should specify the theoretical orientation and the potential contribution to both lexicogrammar and corpus linguistics. * Abstracts for tools or resources should provide a clear description of the main functions, and specify the potential contribution to both lexicogrammar and corpus linguistics. Full papers will be allocated 35 minutes (including 10 minutes for discussion). Work-in-progress reports will be allocated 20 minutes (including 5 minutes for discussion). There will be no parallel sessions. Participation is free. For details, visit the LxGr website: https://sites.edgehill.ac.uk/lxgr If you have any questions, please contact lxgr(a)edgehill.ac.uk<mailto:lxgr@edgehill.ac.uk>. ________________________________ Edge Hill University<http://ehu.ac.uk/home/emailfooter> Modern University of the Year, The Times and Sunday Times Good University Guide 2022<http://ehu.ac.uk/tef/emailfooter> University of the Year, Educate North 2021/21 ________________________________ This message is private and confidential. If you have received this message in error, please notify the sender and remove it from your system. Any views or opinions presented are solely those of the author and do not necessarily represent those of Edge Hill or associated companies. Edge Hill University may monitor email traffic data and also the content of email for the purposes of security and business communications during staff absence.<http://ehu.ac.uk/itspolicies/emailfooter>

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PhD Position in project "Relating Probabilities of Words to Probabilities of Worlds" at University of Bamberg
by Sean Papay 09 Feb '26

09 Feb '26

Dear all, We are looking to hire a PhD student for a term of three years at the Chair for Fundamentals of Natural Language Processing (https://www.uni-bamberg.de/en/nlproc/) at the University of Bamberg in Germany, starting either May 1 2026 or as soon as possible thereafter. The position will be part of the project "Relating Probabilities of Words to Probabilities of Worlds (PoWPoW)", to be funded by the German Research Foundation (DFG) as part of the Priority Programme LaSTing (https://www.lasting-spp.org/). The project’s goal is to investigate how LLMs represent and reason about probabilistic world knowledge. Within this scope, the project will explore methods for eliciting probability judgments from LLMs, test how well such judgments agree with empirical probabilities, investigate the internal consistency of related probability judgments, and compare LLMs’ probabilistic reasoning to that of humans. The full details can be found here: https://www.uni-bamberg.de/fileadmin/abt-personal/Homepage_ab_2016-03/10_St… Applicants should have: * M.Sc. or comparable degree in Computer Science, Computational Linguistics, or a related area. * Experience working with NLP methods and LLMs. * Strong grasp of probability theory – experience with graphical models or formal logic a bonus. * Good knowledge and practical experience with deep learning. * Very good command of English; German knowledge is not essential. * Ability to work in a team, excellent communication skills, enthusiasm, and intrinsic motivation. If you would like to apply, please send your application to Sean Papay <sean.papay(a)uni-bamberg.de>. Your application should be a single .pdf file, comprising a brief motivation letter, your CV, the contact details of two references, and an academic writing sample -- for example, your Master's Thesis or an academic paper previously written by you. Best regards, --Sean Papay

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2nd CFP-GITT-2026 at EAMT 2026: Gender-Inclusive Translation Technologies
by bsavoldi＠fbk.eu 09 Feb '26

09 Feb '26

2nd CALL FOR PAPERS Fourth International Workshop on Gender-Inclusive Translation Technologies (GITT) at EAMT 2026 15 June 2026, Tilburg, The Netherlands https://sites.google.com/view/gitt2026/ @gitt-workshop.bsky.social Important Dates (Time zone: Anywhere on Earth) Submission deadline: 20 April, 2026 Notification of Acceptance: 13 May, 2026 Camera Ready Copy due: 20 May, 2026 Workshop: 15 June, 2026 **Aim and scope** The Gender-Inclusive Translation Technologies Workshop (GITT) is set out to be the dedicated workshop that focuses on gender-inclusive language in translation and cross-lingual scenarios. The workshop aims to bring together researchers from diverse areas, including industry partners, MT practitioners, and language professionals. GITT aims to encourage multidisciplinary research that develops and interrogates both solutions and challenges for addressing bias and promoting gender inclusivity in MT and translation tools, including LMs applications for the translation task. **Topics** GITT invites technical as well as non-technical submissions, which consist of experimental, theoretical or methodological contributions. We explicitly welcome interdisciplinary submissions and submissions that focus on innovative, non-binary linguistic strategies and/or with sociolinguistically-informed perspectives. The topics of interest include, but are not limited to: - Models or methods for assessing and mitigating gender bias - New resources for inclusive language and gender translation (e.g., datasets, translation memories, dictionaries) - Social, cross-lingual, and ethical implications of gender bias - Qualitative and quantitative analyses on the potential limits of current approaches to gender bias in translation and MT, error taxonomies as well as best practices and guidelines - User-centric case studies on the impact of biased language and/or mitigating approaches which can include translators, post-editors, or monolingual MT users GITT is also open to other non-listed topics aligned with the scope of the workshop and works focusing on non-textual modalities (e.g., audiovisual translation) **Submission** We welcome four types of submissions, two archival and two non-archival. ARCHIVAL - Research papers: of at least 4 up to 10 pages (excluding references) - Extended Abstracts: up to 2 pages (including references) Accepted papers and extended abstracts consisting of novel work will be published online as proceedings in the ACL Anthology. NON-ARCHIVAL - Research Communications: up to 2 pages (including references). We include a parallel submission policy in the form of Research Communications for papers related to the topic of GITT that were accepted in other venues in 2025 and 2026. - Potluck Communications: short abstract up to 500 words (including references). Potluck Communications offer a space for anyone—especially students and early career researchers—to discuss bold new ideas for collaboration, brainstorm about ongoing work, and explore future research directions. The communications will not be included in the proceedings, but will serve to promote the dissemination of research aligned with the scope of the workshop. All submissions should adhere to the EAMT 2026 guidelines and style templates (PDF, LaTeX, Word) and be uploaded on Easychair ( https://easychair.org/conferences?conf=eamt2026) **Workshop organizers** Manuel Lardelli, University of Padova Janiça Hackenbuchner, University of Ghent Luisa Bentivogli, Fondazione Bruno Kessler Joke Daems, University of Ghent Beatrice Savoldi, Fondazione Bruno Kessler Eleni Gkovedarou, University of Ghent

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Call for Contributions: HUMIC – Humans and Machines in Conversation: Linguistic, Social and Relational Perspectives on Conversational AI
by Constantin Orasan 09 Feb '26

09 Feb '26

HUMIC – Humans and Machines in Conversation: Linguistic, Social and Relational Perspectives on Conversational AI https://www.ias.surrey.ac.uk/event/humic-humans-and-machines-in-conversatio… University of Surrey | In-person Workshop 16th June 2026 As generative AI and large language models reshape how we interact with chatbots, voice assistants and conversational agents, HUMIC focuses on the linguistic, social and relational dimensions of these technologies—areas often overlooked in technical development. HUMIC<https://www.ias.surrey.ac.uk/event/humic-humans-and-machines-in-conversatio…>, led by Dr. Doris Dippold and supported by the Surrey Institute for Advanced Studies, the BAAL Special Interest Group ‘Humans, Machines, Languages’ and the Surrey Institute for People-Centred AI, aims to foster interdisciplinary dialogue and connect academic insights with industry practice. Such insights are vital for developing conversational technologies that are context-aware, socially responsive, and cater for their users’ rapport needs. We invite contributions that explore the complex interplay between humans and machines with reference to these factors. We welcome submissions from researchers working across the disciplines, for example but not limited to linguistics, psychology, sociology, natural language processing, UX research, and conversation design. Submissions may focus on any domain. We particularly welcome submissions from industry, focusing for example on common challenges and practices in designing conversational systems with linguistic, social and relational perspectives in focus. During the workshop, participants will be invited to participate in a collaborative session. The session will encourage the generation of new research ideas and explore how research can respond to industry challenges. Selected works resulting from this workshop will be considered for a potential special issue. Keynote Speakers: * Maaike Groonewege (ConvoCat, Netherlands)<https://www.linkedin.com/in/maaikegroenewege/?originalSubdomain=nl> – Linguist and Conversation Designer * Bettina Migge (University College Dublin, Ireland)<https://people.ucd.ie/bettinamigge> – Language and AI Technology * Christian Hildebrand (University of St Gallen, Switzerland)<https://www.ibt.unisg.ch/team/christian-hildebrand/> – AI and Language in Consumer Behaviour We invite 300-word proposal on topics related to the workshop. Themes of interest include, but are not limited to: * Linguistic and pragmatic dimensions of human-machine dialogue * Social and relational dynamics in conversational AI, including rapport-building, empathy and trust * Designing inclusive and accessible conversational systems that account for the needs of diverse users (linguistic, cultural, neurodiverse) * Linguistic choices and their role in shaping user expectations, satisfaction, engagement and decision-making * Evaluation methods and metrics for linguistic, social and relational outcomes in human–machine interaction (qualitative, quantitative, or mixed-methods) * Model training and fine-tuning strategies for enhancing linguistic, social and relational outcomes in human–machine interaction. * Interdisciplinary and academic-industry collaboration in the development of linguistically, socially and relationally aware conversational technologies Accepted submissions will be assigned to oral or poster presentation formats according to the mode of presentation best suited to their content. Submission Details: * Abstract length: 300 words (excluding title, authors and references) * Deadline: 16th March 2026 * Notification of acceptance: 27th April 2025 * Submission: HUMIC – Humans and Machines in Conversation<https://forms.office.com/e/gyLXEs9QFi> ORGANISERS Dr Doris Dippold<https://www.surrey.ac.uk/people/doris-dippold>, Literature and Languages, University of Surrey Dr Fabio Fasoli<https://www.surrey.ac.uk/people/fabio-fasoli>, School of Psyschology, University of Surrey Dr Di Fu<https://www.surrey.ac.uk/people/di-fu>, School of Psychology, University of Surrey Dr Richard Green<https://www.surrey.ac.uk/people/richard-green>, School of Health Sciences, University of Surrey Assistant Professor Amal Haddad<https://www.ugr.es/personal/amal-haddad-haddad>, University of Granada Prof Constantin Orasan<https://www.surrey.ac.uk/people/constantin-orasan>, Literature and Languages, University of Surrey Dr Valentina Pitardi<https://www.surrey.ac.uk/people/valentina-pitardi>, Strategy, Marketing and International Business, University of Surrey --- Prof Constantin Orăsan Professor of Language and Translation Technologies Centre for Translation Studies<https://www.surrey.ac.uk/centre-translation-studies> Personal page: https://www.surrey.ac.uk/people/constantin-orasan Office: 06LC03, Phone: +44 (0) 1483 68 4115 Library and Learning Centre, University of Surrey, Guildford, Surrey, GU2 7XH, UK

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Third CFP: Workshop on Structured Linguistic Data and Evaluation (SLiDE) at LREC 2026
by Petya Osenova 09 Feb '26

09 Feb '26

Workshop on Structured Linguistic Data and Evaluation (SLiDE) A full-day workshop at <https://lrec2026.info/> LREC 2026<https://lrec2026.info/>, 11-16 May 2026, Palma, Mallorca (Spain) The workshop will be held on May 11, 2026 Webpage: https://www.slide-workshop.org/ Third Call For Papers In the last ten years, significant advances in deep learning models and the development of Large Language Models (LLMs) have revolutionized the fields of computational linguistics (CL) and natural language processing (NLP). In turn, this has led to a complete re-assessment of the language resources and evaluation practices necessary for training LLMs and analyzing their outputs. In particular, the availability of very large amounts of unstructured data for training foundational models has come into focus, while the value of high-quality structured linguistic data with rich annotations at various levels of linguistic analysis has been downplayed by comparison. However, as CL and NLP practitioners engage further with LLMs and debate their strengths and weaknesses, the importance of high-quality, structured linguistic data has been re-emphasized. The proposed workshop can be seen as related to the Treebanks and Linguistic Theories (TLT) conference series and the more recent SyntaxFest venue. Over the years, these venues have provided a central forum for high-quality research on treebanks, syntactic theory, syntax-semantics interface, structured meaning representations, and annotated linguistic resources. With record participation in recent years, they demonstrate the vitality and relevance of this line of work. The Workshop on Structured Linguistic Data is conceived as both a continuation of this tradition and an adaptation to the new realities of an LLM-dominated research landscape. The workshop will bring together researchers from these overlapping traditions to advance methods, resources, and practices for integrating structured linguistic data into the LLM era. Topics of interest include but are not limited to: Linguistic Data Analyses, Language Resources, and Evaluation * Grammar processing with NLP and LLM-based tools * Phonological and morphological analysis and LLM tokenization * Annotation strategies with LLM-empowered methodologies and tools * Design principles and annotation schemes for structured linguistic data * Multi-lingual and cross-lingual settings * Mapping of structured linguistic data to Linked Open Data resources * Evaluation informed by language typology * Language resources for underresourced and endangered languages * The use of structured linguistic data for NLP applications * The use of structured linguistic data in acquiring linguistic knowledge * (Semi-)automatic methods for creating structured linguistic data Spoken language Data * Speech-to-text applications * Speech Generation techniques * Speech data preparation, curation and evaluation Multimodality and Situated Dialogue * Structured multimodal resources: gesture AMR (GAMR), gaze and posture annotation, multimodal dialogue corpora. * Multimodal grounding: linking language with visual, gestural, and action representations * Structured representations for co-attention and alignment in multiparty dialogue * Multimodal evaluation resources for LLMs Pragmatics and Discourse * Structured data for discourse and dialogue: discourse relation annotation, coherence structures, dialogue acts * Pragmatic annotation (speech acts, presupposition, implicature, politeness, stance) * Structured approaches to common ground tracking and Theory of Mind in LLMs Semantics and Lexical Meaning * Dependency analysis and semantic parsing * Annotation beyond syntax: semantics, pragmatics and discourse * Structured data for lexical semantics: sense inventories, semantic frames, qualia structure, and type-theoretic resources * Computational semantics resources: Abstract Meaning Representation (AMR), Universal Meaning Representation (UMR), Discourse, Representation Structures, Minimal Recursion Semantics (MRS), Type Theory with Records (TTR) * Distributional and neural-symbolic representations of lexical meaning: (e.g., Holographic Reduced Representations (HRR), hyperdimensional computing) for structured LLM grounding * Aligning vector-based meaning representations with symbolic/typed structures We invite paper submissions in two distinct tracks: * regular papers on substantial and original research, including empirical evaluation results, where appropriate – 8 pages excluding references and potential ethics statements; * short papers on smaller, focused contributions, work in progress, negative results, surveys, or opinion pieces – 4 pages excluding references and potential ethics statements. Invited speakers Naiara Perez (University of the Basque Country) Shira Wein (Amherst College) Paper Submission and Templates * Submission follows the LREC 2026 conference instructions, using the Softconf START conference management system accessible through the following link: https://softconf.com/lrec2026/SLiDE/ * Submissions should follow the LREC stylesheet, available on the conference website on the <https://lrec2026.info/authors-kit/> Author’s kit<https://lrec2026.info/authors-kit/> page. Papers must be anonymized to support double-blind reviewing. Important Dates February 22, 2026: Paper submission deadline March 15, 2026: Notification of acceptance March 25, 2026: Camera-ready papers May 2026: Workshop at LREC 2026 All deadlines are 11.59 pm UTC -12h (“anywhere on Earth”). Workshop Organizers Jan Hajič (Prague University, Czech Republic) Erhard Hinrichs (Tübingen University, Germany) Sandra Kübler (Indiana University, USA) Joakim Nivre (Uppsala University, Sweden) Petya Osenova (Sofia University, Bulgaria) James Pustejovsky (Brandeis University, USA)

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Corpora February 2026