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Antonio Zampolli Prize @ LREC 2026: Call for Nominations
by info＠elda.org 04 Feb '26

04 Feb '26

[Apologies for multiple postings] In 2004, the ELRA Board created a prize to honour the memory of its first President, Professor Antonio Zampolli, a pioneer and visionary scientist who was internationally recognized in the field of Computational Linguistics and Human Language Technologies (HLT). He also contributed much through the establishment of ELRA and the LREC conference. To reflect Professor Zampolli's specific interest in our field, the ELRA Antonio Zampolli Prize is awarded to individuals and small groups whose work lies within the areas of Language Resources and Language Technology Evaluation with acknowledged contributions to their advancements. The Prize will be awarded for the 11th time in May 2026 at the LREC 2026 conference in Palma de Mallorca, Spain (11-16 May, 2026). Nominations should be sent to AntonioZampolli-Prize(a)elra.info no later than March 6, 2026. On behalf of ELRA Board German Rigau, President Please visit ELRA web site for: * the ELRA Antonio Zampolli Prize Statutes <https://www.elra.info/elra-events/lrec/elra-antonio-zampolli-prize/prize-st…>, * the nomination procedure <https://www.elra.info/elra-events/lrec/elra-antonio-zampolli-prize/case-for…>, * the previous winners <https://www.elra.info/elra-events/lrec/elra-antonio-zampolli-prize/> --- More information ELRA Language Resources Association Contact us @ info(a)elda.org Follow us on LinkedIn @ https://www.linkedin.com/company/elra-language-resources-association/ LREC 2026 <http://lrec2026.info> in Palma de Mallorca, Spain (11-16 May, 2025) - Palau de Congressos

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Deadline Extension NLDB 2026
by elena_cabrio 04 Feb '26

04 Feb '26

*---------------------------------------------------* *New submission deadline: 20 February 2026* *---------------------------------------------------* *Call for papers* NLDB 2026: 31st Annual International Conference on Natural Language & Information Systems 17-19 June 2026 | Norwegian University of Science and Technology | Trondheim, Norway *Website:*https://www.ntnu.edu/nldb2026/ <https://www.ntnu.edu/nldb2026/> Objectives Recent advances in AI have increased the expectations for users when it comes to information access systems. With powerful LLMs, users engage with information using natural language instead of artificial query languages. At the same time, this raises not only technical but also ethical concerns, such as sustainability, reliability, and privacy. NLDB has established itself as a venue to discuss precisely the intersection of natural language and information systems. We invite researchers and practitioners to contribute. Important Dates: Paper Submission: 20 February 2026, Anywhere on Earth Author Notification: 20 March 2026 Camera-ready Deadline: 2 April 2026 Topics of Interest include (but are not limited to): * Multimodality * AI safety and ethics * Interactivity and Natural Language Interfaces * Social Media and Web Data * eXplainable AI * Interpretability and Model Analysis in NLP * Generative models, Large Language Models * Information Retrieval and Text Mining * Discourse and Pragmatics, Sentiment Analysis, Argument Mining * Question Answering, Dialogue, and Interactive Systems * NLP Applications * Efficient/Low-resource methods in NLP * Big Data and Scalability Paper Submission Detailed instructions covering formatting, submission procedures, and all relevant requirements are available on the conference website. * *Submission system*: Manuscripts must be submitted in PDF format via Microsoft CMT: https://cmt3.research.microsoft.com/NLDB2026/ * *Author guidelines*: Authors should follow the LNCS format <https://www.springer.com/gp/computer-science/lncs/conference-proceedings-gu…>. Submissions that do not adhere to these requirements will be desk-rejected. * *Paper categories and length limits*: o Full papers: up to 15 pages, including references and appendices o Short papers: up to 11 pages, including references and appendices o Demo papers: up to 6 pages, including references

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Ph.D Position in Tokenization-free Language Processing at the Univeristy of Copenhagen (Deadline: 8 March)
by Desmond Elliott 03 Feb '26

03 Feb '26

The Natural Language Processing Section at the Department of Computer Science at University of Copenhagen is advertising a 36 month position for a Ph.D Fellow in Natural Language Processing. The position is funded by a Carlsberg Foundation grant held by the principal investigator, Desmond Elliott. The overall goal of the project is to develop a new family of language models that can process any written language by rendering text as images, which allows the models to learn from the visual similarities between written languages, facilitating effective transfer to lower-resource or unseen languages. The Natural Language Processing Section provides a strong, international and diverse environment for research within core as well as emerging topics in natural language processing, natural language understanding, computational linguistics and multi-modal language processing. It is housed within the main Science Campus, which is centrally located in Copenhagen. Further information about research at the Department is available here: https://di.ku.dk/english/research/. The application deadline is March 8, 2026, with a preferred start date of September 2026, or as soon as possible thereafter. Applications must be submitted here: https://employment.ku.dk/phd/?show=156319 Informal enquiries about the positions can be made to Desmond Elliott, Department of Computer Science, University of Copenhagen, e-mail: de(a)di.ku.dk.

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Postdoc, Saarland University, Computational Linguistics
by Alexander Koller 03 Feb '26

03 Feb '26

Hi all, please consider joining me as a postdoc at Saarland University. The position is paid on the German E13 100% payscale. It is initially limited to two years and can be extended. Preference will be given to applications received by February 22. This position offers great flexibility in developing your own research and teaching agenda; postdocs from any area of computational linguistics will be considered. We are particularly interested in expanding the group’s expertise in dialogue systems by hiring a postdoc with experience in this field. Please find all further details here: https://www.coli.uni-saarland.de/groups/AK/jobs/ Best, Alexander.

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WebSci'26: PhD Symposium & Poster Deadlines – Feb 18
by Kaiser, Sierra Ann 03 Feb '26

03 Feb '26

Dear colleagues, This is a reminder that the submission deadlines for the WebSci’26 PhD Symposium<https://websci26.org/?page_id=81> and Poster Session<https://websci26.org/?page_id=513> are approaching. Both deadlines are February 18, 2026. The 18th ACM Web Science Conference 2026 (WebSci’26) will take place May 26–29, 2026, in Braunschweig, Germany, celebrating the theme “20 Years of Web Science.” ________________________________ WebSci PhD Symposium: Details HERE<https://websci26.org/?page_id=81> The PhD Symposium provides doctoral researchers with the opportunity to present their work, receive feedback from senior researchers, and engage with peers in the Web Science community. * PhD Symposium proposal submission: February 18, 2026 * Notification of acceptance: March 11, 2026 * Camera-ready version due: April 1, 2026 * PhD Symposium date: May 26, 2026 ________________________________ WebSci Posters: Details HERE<https://websci26.org/?page_id=513> The poster track welcomes work-in-progress, late-breaking results, and emerging ideas across the broad Web Science landscape. * Poster submission deadline: February 18, 2026 * Notification of acceptance: March 11, 2026 * Final publication version due: April 1, 2026 ________________________________ We encourage you to share this call with PhD students, early-career researchers, and colleagues who may be interested in contributing. We look forward to your submissions and to welcoming you to WebSci’26. Best regards, The WebSci 2026 Organizing Committee

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CFP: READIxTSAR 2026 - deadline extended to 23rd of February
by Rémi Cardon 03 Feb '26

03 Feb '26

READIxTSAR 2026 Second Call for Papers Website: https://readixtsar.github.io/ Submission Link: https://softconf.com/lrec2026/READIxTSAR/user/ READIxTSAR is a joint initiative between two previous workshops of mutual interest: Tools and Resources for REAding DIfficulties (READI, hosted at LREC 2020,22,24) and Text Simplification, Accessibility and Readability (TSAR, EMNLP 2022,24,25, RANLP 2023). This year at LREC, the committees of the two events have merged to deliver a joint event, uniting accessibility research communities under a common umbrella. We aim for READIxTSAR to be a focal point for communities of researchers working on reading difficulties, accessibility and simplification to network, share best practice and form new collaborations. *Motivation and Context* The growth of educational and assistive technologies for reading, aimed at enhancing the performance of individuals with disabilities, provides an important setting for Text Simplification research. The field of special education has had a longstanding interest in technology and the potential it holds for individuals with language/speech disabilities, cognitive disorders, etc. (Edyburn, 2000). This workshop aims to present state-of-the-art applications and approaches in technology-enhanced reading and innovations in text accessibility. The workshop will address specialized technology, tools, and resources, their impact on learning to read and comprehension, and innovative works spanning research to fieldwork, particularly in light of recent AI advances. Research in automatic text simplification has evolved from deep learning methods (Martin et al., 2020; Maddela et al., 2021; Sheang and Saggion, 2021) to leveraging foundational large language models (Kew et al. 2023; Cripwell et al. 2023; Farajidizaji et al. 2024) through fine-tuning and prompt-engineering. Despite these advancements, the Text Accessibility and Text Simplification communities must address critical areas, including: designing better evaluation metrics, developing context-aware simplification solutions, creating appropriate language resources, deploying simplification in real-world environments, studying discourse factors, and identifying factors affecting readability. Addressing these issues requires collaboration across CL/NLP, machine learning, UI/UX, accessibility professionals, and public organizations, whom we invite to participate through publication and attendance. *Topics of Interest* The event will accept submissions at the intersection of the research areas of the two workshops, as well as submissions that are targeted to the specific research interests of either workshop. An indicative list of topics of interest are listed below. - Lexical, syntactic and discourse adaptations or simplifications; - ATS for sentences, paragraphs, or documents; - Controllable text simplification and text generation of adapted contents; - Measuring and evaluating readability and text complexity; - LLMs and agentic LLMs for text simplification, text adaptation and readability - The role of LLMs in supporting reading - Complex word identification (CWI) and lexical complexity prediction (LCP); - Models, corpora, lexicons for text adaptation and text assessment; - Evaluation of text adaptation or ATS systems; - Meaning representation and multimodal text adaptation; - Educational devices and/or smart technologies for supporting reading and learning; - Domain specific applications of the above topics (e.g. health, legal). *Important Dates (All deadlines AoE/UTC-12).* - Submission Deadline: 23rd February 2026 - Notification of Results: 16th March 2026 - Camera Ready: 30th March 2026 - READIxTSAR Workshop: 11th May 2026 *Submission Instructions* We invite submissions on topics of interest between 4 and 8 pages of content. The page limit of 8 pages does not include acknowledgements, references, potential Ethics Statements and discussion on Limitations in line with the policy of the main LREC conference. All submissions must follow the LREC stylesheet, available at https://lrec2026.info/authors-kit/. All submissions must be made via START (https://softconf.com/lrec2026/READIxTSAR/). All submissions are double-blind. Any submissions which are not-anonymised, over-length, poorly formatted, out-of-scope or make excessive use of appendices to circumvent page limits are liable to desk-rejection. At the time of submission, authors are offered the opportunity to share related language resources with the community. All repository entries are linked to the LRE Map, which provides metadata for the resource. *“Share your LRs!” Initiative* 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). As in previous editions for Camera Ready a Plain Summary will be requested. *Organisers* Matthew Shardlow, Manchester Metropolitan University, UK Thomas François, UCLouvain, Belgium Raquel Amaro, NOVA University Lisbon, Portugal Jorge Baptista, Universidade do Algarve & INESC-ID Lisboa, Portugal Rémi Cardon, Universidad Carlos III de Madrid, Spain Eugénio Ribeiro, Iscte-IUL & INESC-ID Lisboa, Portugal Regina Stodden, University Bielefeld, Germany Rodrigo Wilkens, University of Exeter, UK Horacio Saggion, Universitat Pompeu Fabra, Spain Amalia Todirascu, Université de Strasbourg, France *Programme Committee* Akio Hayakawa, Pompeu Fabra University Anna Dmitrieva, University of East Anglia Arne Jonsson, Linköping University Christina Niklaus, University of St.Gallen Daniele Schicchi, CNR-ITD David Kauchak, Pomona College Fernando Alva-Manchego, Cardiff University Giulia Venturi, Istituto di Linguistica Computazionale "Antonio Zampolli" Jaap Kamps, University of Amsterdam Jan Bakker, University of Amsterdam Jasper Degraeuwe, University of Ghent Kai North, Cambium Assessment Liana Ermakova, Université de Bretagne Occidentale Lourdes Moreno, Universidad Carlos III de Madrid Marcos Zampieri, George Mason University Martina Miliani, Università di Pisa Matthew Shardlow, Manchester Metropolitan University Michael Gille, Hamburg University of Applied Sciences Mounica Maddela, Bloomberg Natalia Grabar, CNRS, University of Lille Nouran Khallaf, University of Leeds Raquel Hervas, University Complutense of Madrid Regina Stodden, University of Bielefeld Rémi Cardon, Universidad Carlos III de Madrid Reno Kriz, Johns Hopkins Sandaru Seneviratne, The Australian National University Sowmya Vajjala, National Research Council, Canada Tadashi Nomoto, National Institute of Japanese Literature Tannon Kew, University of Zurich Thomas François, UCLouvain Tomoyuki Kajiwara, Ehime University Yannick Parmentier, LORIA Yingqiang Gao, University of Zurich Zihao LI, University of Manchester

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SPEAKABLE 2026 Workshop on Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis, co-located with LREC 2026
by Daniele Falavigna 03 Feb '26

03 Feb '26

*%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%* ****APOLOGIES FOR CROSS-POSTING**** *3rd CfP: SPEAKABLE 2026* [image: 📍]*Location:* Palau de Congressos de Palma, Palma de Mallorca (Spain) [image: 🌐] Website: https://speakable-2026.github.io/ We are pleased to announce the upcoming full-day *SPEAKABLE 2026* Workshop on Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis, co-located with LREC 2026 in Palma de Mallorca. This workshop brings together researchers, practitioners, and industry experts working to advance speech technology for under-resourced languages. We invite contributions that address the unique challenges and opportunities in this space. *Workshop Topics of Interest* We encourage submissions on (but not limited to): - Performance of speech language models in low-resource and underrepresented languages - Evaluation methodologies and creation of benchmarks for low-resource speech - Bias analysis, detection, and mitigation strategies in speech technologies - Real-world applications, deployment challenges, and case studies - Speech recognition, speech-to-text, language modeling, multilingual and cross-lingual approaches - Fairness, ethical considerations, and inclusive NLP for low-resource speech communities - Parameter-efficient adaptation methods and knowledge distillation for speech models - Edge-constrained inference and computational efficiency in low-resource settings *--> SPEAKABLE* will only accept direct submissions through the given Submission link: https://softconf.com/lrec2026/SPEAKABLE2026/ <https://softconf.com/lrec2026/SPEAKABLE2026/login/scmd.cgi?scmd=logout> *Invited Speaker* *Dr. Jordi Luque (Lead Research Scientist, Telefónica Research): **https://eloquenceai.eu/imprint/ <https://eloquenceai.eu/imprint/>* Further details will be posted on the workshop website. *Info for Papers* We welcome original research papers and ongoing work relevant to speech and language modeling for low-resource settings. Submissions should be 4 to 8 pages in length and follow the LREC 2026 stylesheet. Submissions should follow LREC formatting guidelines (https://lrec2026.info/authors-kit/). The maximum number of pages excludes potential Ethics Statements and discussion on Limitations, acknowledgements, and references, as well as data and code availability statements. Appendices or supplementary material are not permitted during the initial submission phase, as papers should be self-contained and reviewable on their own. Submissions will be judged on correctness, originality, technical strength, significance, relevance to the conference, and interest to the attendees. Papers must be of original, previously *unpublished* work. All submissions should follow the two-column LREC style guidelines. We strongly recommend the use of the LaTeX/Overleaf style files. 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. 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. *SPEAKABLE 2026* will primarily be an in-person event, but online participation will also be possible for participants who cannot travel to the conference. *Important Dates* Paper Submission Deadline: February 16, 2026 Notification of Acceptance: March 12, 2026 Camera-Ready Papers: March 30, 2026 Workshop Date: May 2026 (11/05/2026) All deadlines are anywhere-on-earth (AoE). *Workshop Organizers* Nina Hosseini-Kivanani (RTL & University of Luxembourg, Luxembourg) Alessio Brutti (Fondazione Bruno Kessler, Italy) Marco Matassoni (Fondazione Bruno Kessler, Italy) Sandipana Dowerah (Tallinn University of Technology, Estonia) Davide Liga (University of Luxembourg, Luxembourg) Christoph Schommer (University of Luxembourg, Luxembourg) [image: 📄] Learn more and submit: https://speakable-2026.github.io/ For questions, contact: speakable2026(a)gmail.com ------------------------------------------------------------------------------------------------ Giuseppe Daniele Falavigna Fondazione Bruno Kessler Via Sommarive 18 - 38123 Povo - Trento, Italy mail:falavi@fbk.eu - tel:+39(0)461314562 - fax:+39(0)461314591 HomePage: https://speechtek.fbk.eu/people/profile/falavi ------------------------------------------------------------------------------------------------- -- -- 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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1st CFP: Workshop on Style in GenAI Translated Content (StyGenAI @ EAMT-2026)
by sami.haq2＠mail.dcu.ie 03 Feb '26

03 Feb '26

Call for Papers StyGenAI: Workshop on Style in GenAI Translated Content We are excited to announce the StyGenAI workshop, which will take place in conjunction with EAMT 2026 (European Association for Machine Translation) from 15–18 June 2026 at the Schaumburg Concertzaal in Tilburg, the Netherlands. The workshop will be part of a vibrant international conference bringing together researchers and practitioners at the forefront of machine translation and language technologies. More information about the main conference is available at https://eamt2026.org/ About the workshop: The advent of Generative Artificial Intelligence has profoundly reshaped the landscape of translation. Moving beyond traditional machine translation paradigms, large language models (LLMs) now operate as translation agents capable of producing linguistically fluent and stylistically complex texts. As a result, translation is no longer only a matter of accuracy or adequacy, but increasingly one of style. As LLMs are adopted for translation tasks, their outputs reveal distinctive linguistic and stylistic patterns. These patterns differ in subtle but consequential ways from those found in both human translation and conventional MT systems. While such differences are often perceived intuitively by readers and practitioners, they remain underexplored from a systematic, research-driven perspective. This evolving scenario raises a set of pressing questions: What are the stylistic features of GenAI-produced translations? How do they differ from those generated by traditional MT systems? And how do they compare to human translations across genres, languages, and contexts? StyGenAI is the first workshop dedicated specifically to the study of style in GenAI-translated content. The workshop aims to bring together researchers interested in AI translation stylistics, including recurrent stylistic patterns, departures from human translation style, and the linguistic, technical, and contextual factors that modulate AI-generated output. Particular attention is given to the role of text genre, language pair, and prompt design or prompting strategies in shaping the stylistic profile of GenAI translations. The workshop provides a forum for interdisciplinary dialogue at the intersection of translation studies, computational linguistics, stylistics, and AI evaluation. Contributions are welcomed from both empirical and conceptual perspectives, as well as from research that bridges academic inquiry and professional practice. The workshop welcomes empirical, methodological, and conceptual contributions from translation studies, computational linguistics, stylistics, and related fields. We invite submissions addressing, but not limited to, the following topics: Stylistic fingerprints of LLM-based translation in comparison with conventional MT systems and professional human translation The influence of prompting strategies (for example, role prompting, constraints, zero-shot, one-shot, and few-shot approaches) on stylistic outcomes Cross-genre analyses of AI translation style in literary, academic, journalistic, technical, and social media texts Authorial voice and style preservation across languages in GenAI-mediated translation Language-specific manifestations of machine-like or synthetic stylistic patterns Methodologies for evaluating stylistic adequacy and stylistic variation in AI-generated translations Cognitive effort and decision-making in post-editing LLM output for stylistic quality as opposed to content accuracy Cultural, pragmatic, or discourse-level mismatches introduced by AI translation choices The handling of irony, humour, voice, and other stylistically marked devices in GenAI translation Human–AI hybrid workflows for style-sensitive translation tasks Pedagogical approaches to training translators to identify, assess, and correct AI-generated stylistic patterns Diachronic or longitudinal analyses of stylistic change as LLMs and prompting practices evolve Submission Information The workshop invites research papers reporting original work. Papers should be 4–10 pages in length, excluding references. Accepted papers will be published in the workshop proceedings and made available online via the ACL Anthology. Submissions must follow the EAMT 2026 formatting guidelines and templates and be submitted via the EasyChair system. Workshop website: https://sites.google.com/view/workshopstygenai?usp=sharing Important Dates Workshop paper submission deadline: 27 April 2026 Notification of acceptance: 12 May 2026 Camera-ready papers due: 20 May 2026

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2nd CfP: 12th Workshop on the Representation and Processing of Sign Languages (sign-lang@LREC 2026)
by Schulder, Dr. Marc 03 Feb '26

03 Feb '26

Event: 12th Workshop on the Representation and Processing of Sign Languages (sign-lang@LREC 2026) Submission deadline: 14 February 2026 Workshop date: 16 May 2026 Website: https://www.sign-lang.uni-hamburg.de/lrec2026/ Submission page: https://softconf.com/lrec2026/signlang2026/ CALL FOR PAPERS Submissions are invited for a full day workshop on sign language resources and technologies, to take place on 16 May 2026 as a satellite event of LREC 2026 in Palma de Mallorca, Spain. As in the previous four years, the workshop will be a hybrid event. During the past years, a number of large-scale sign language corpus projects have started. Some have already been completed, but many more projects are about to start. At the same time, sign language technologies are maturing and are promising to support the time-consuming basic annotation. The workshop aims at bringing together those researchers who already work with multimodal sign language corpora (and those who see the need for empirical underpinnings of their current research) with those who develop sign language technologies. It provides the platform to compare competing approaches. As sign language resource technologies build to a large extent on methodologies and tools used in the language resource community in general, but add very specific perspectives (e.g. no writing system established, use of video as data source) and works with a different modality of human language, sign language research is able to feed back to the language resource community at large. At the same time, as the raw data are in the visual domain, the field naturally bridges into Computer Vision. Thus, researchers use Machine Learning methods on both visual and linguistic data. We invite submissions of papers to be presented either on stage (20 minutes plus 10 minutes discussion), as posters (with or without demonstrations) or remotely (poster PDF plus text chat) on the following topics: 2026 SPECIAL TOPIC: LANGUAGE IN MOTION Motion is at the core of sign languages, both literally, through their existence in the visual-gestural modality, and figuratively, in how their communities drive language change. Equally, sign language research must stay in motion, adapting to new insights and technological possibilities, advancing how we create and use resources, evolving the capabilities of tools, and pushing the boundaries of what can be expected from the field, both technologically and ethically. We especially invite contributions relating to the representation and processing of sign languages that address these various facets of language in motion, but also welcome papers on other general issues relating to sign language resources and technologies. GENERAL ISSUES ON SIGN LANGUAGE CORPORA AND TOOLS • Evaluation of sign language resources • Experiences in building sign language corpora • Elicitation methodology appropriate for corpus collection • Proposals for standards for linguistic annotation or for metadata descriptions • Experiences from linguistic research using corpora • Use of (parallel) corpora and lexicons in translation studies and machine translation • Avatar technology as a tool in sign language corpora and corpus data feeding into advances in avatar technology • Language documentation and long-term accessibility for sign language data • Annotation and visualization tools • Linking corpora and lexicons and integrated presentation of corpus and dictionary contents • “Internet as a corpus” for sign languages • Sign language corpus mining • Crowd and community sourcing for corpus work • Multi-lingual sign language resources and connecting sign language resources to language resources for spoken languages • Language change and how it relates to resource creation, corpus-driven linguistic research, and language technologies We are pleased to confirm that the workshop will be a hybrid event. Similar to the 2022 and 2024 workshops, all participants will be given access to an online text chat before and during the event to allow remote participants to present their work as well as for discussion of all workshop contributions. On-stage presentations will be live streamed (including International Sign/English interpretation) with opportunity for questions from remote and on-site participants. The live poster sessions will be held on-site only, but posters will be made available online for discussion via text chat. In the tradition of LREC, oral/signed presentations, poster presentations (with or without demonstrations) and remote presentations have equal status, and authors are encouraged to suggest the presentation format best suited to communicate their ideas. Papers (4–8 pages) of all accepted submissions to this workshop will be published as workshop proceedings published on the conference website – independent of whether you have a poster, remote or oral/signed presentation. The workshop does not differentiate between long, short, or position papers. Please submit your paper through the LREC START system (https://softconf.com/lrec2026/signlang2026/) not later than 14 February 2026 (any time zone), indicating whether you prefer an oral/signed presentation, a poster presentation, a poster presentation with demo, or a remote poster. Unlike the main conference, the workshop will be reviewed single-blind, so submissions SHOULD NOT BE ANONYMOUS. In all other respects, submissions should follow the LREC 2026 style guide (https://lrec2026.info/authors-kit/). ATTENTION Please note that you are expected to submit the full paper, not an extended abstract as in previous years! IMPORTANT DATES • Deadline for submissions: 14 February 2026 (11:59PM UTC-12:00 “anywhere on Earth”) • Notification of acceptance: 16 March, 2026 • Early bird registration ends: tbd • Camera ready version of the paper (for both oral/signed presentations and posters): 27 March 2026 • Submission of slides for interpreters' preparation (oral/signed presentations only): 6 May 2026 • Submission of all slides/posters for the conference platform: 6 May 2026 • Submission of additional material, including demo videos, to be made available alongside with the posters/slides on the conference platform: 6 May 2026 • This workshop: 16 May 2026 • LREC main conference: 13–15 May 2026 • LREC workshops 11, 12 & 16 May 2026

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[CFP] Sci-ImageMiner Competition 2026: Scientific Figure Understanding -- 3rd call
by D'Souza, Jennifer 03 Feb '26

03 Feb '26

The 1st Sci-ImageMiner Competition: Information Extraction from Scientific Figures in Materials Science Focus: Quantitative plots from Atomic Layer Deposition and Etching (ALD/E) research Organized as part of the ICDAR 2026 Competition track <https://icdar2026.org/index.php/call-for-competitions/> <https://icdar2026.org/index.php/competitions/> https://icdar2026.org/index.php/competitions/ <https://icdar2026.org/index.php/call-for-competitions/> ICDAR 2026 - The 20th International Conference on Document Analysis and Recognition 30 Aug - 04 Sep 2026 | Vienna, Austria Sci-ImageMiner 2026 Competition Website: <https://sites.google.com/view/sci-imageminer/> https://sites.google.com/view/sci-imageminer/ Overview Scientific figures often contain critical results that never appear explicitly in the text. Despite recent advances in multimodal large language models, most existing benchmarks rely on generic or synthetic visuals. Sci-ImageMiner addresses this gap by introducing a curated benchmark grounded in authentic scientific figures from a specialized scientific domain. Tasks The competition hosts four tasks: 1. Figure Classification - identify the chart or figure type 2. Data Table Extraction - reconstruct the underlying tabular data from quantitative plots 3. Figure Summarization - generate concise, factual summaries of key trends 4. Visual Question Answering (VQA) - answer scientific questions requiring reasoning over figure content Teams may participate in any subset of tasks (including all four). Data & Evaluation * A trial dataset is available now to familiarize participants with the data and annotations. * The full dataset will be released in stages (training, development, blind test). * All evaluations will be conducted on Codabench, with per-task leaderboards. Important Dates (selected) * Trial data release: 8 December 2025 * Evaluation start: 3 March 2026 * Evaluation end: 3 April 2026 * Paper submission deadline: 17 April 2026 * Camera-ready deadline: 4 May 2026

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