- Corpora - ELRA lists

1st Call for Papers: RaPID-6@MENTAL.ai @ LREC-2026
by Dimitrios Kokkinakis 08 Dec '25

08 Dec '25

*********************************************************************************** The 6th workshop on: "Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments" in collaboration with the MENTAL.ai -consortium Workshop: co-located with LREC 2026 | Palma de Mallorca, Spain | May 12th, 2026 RaPID-6(a)MENTAL.ai serves as an interdisciplinary platform for researchers to exchange insights, methods, and experiences related to collecting and processing data from individuals with mental, cognitive, neuropsychiatric, or neurodegenerative impairments. The workshop focuses on creating, processing, and applying such data resources from individuals at different stages and severity levels of these impairments. The ultimate goal of RaPID-6(a)MENTAL.ai is to facilitate the study of relationships among linguistic, paralinguistic, and extra-linguistic observations, with applications ranging from aiding diagnosis to enhancing monitoring and predicting individuals at higher risk, ultimately promoting multidisciplinary collaboration across clinical/medical, language technology, computational linguistics, and computer science communities. Workshop date: Tue., 12th of May 2026 Submission deadline: Sun., 22nd of February, 2026 (anywhere on earth) Paper submission: <SOFTCONF-TBA> Invited Speakers: Prof. Brian MacWhinney, Carnegie Mellon University, USA. and Assoc Prof, MD, Sunny X. Tang, Feinstein Institutes for Medical Research, Northwell Health, USA. Website and details: https://spraakbanken.gu.se/en/rapid-2026 Contact: Dimitrios Kokkinakis Contact email: dimitrios.kokkinakis(a)gu.se<mailto:dimitrios.kokkinakis@gu.se> Organizing committee: * Dimitrios Kokkinakis, University of Gothenburg, Sweden * Charalambos Themistocleous, University of Oslo, Norway * Gaël Dias, University of Caen Normandie, France * Kathleen C. Fraser, University of Ottawa, Canada * Fredrik Öhman, University of Gothenburg and Sahlgrenska University Hospital, Sweden * Sebastião Pais, University of Beira Interior, Portugal ************************************************************************************

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mental health support conversations in Hebrew and Arabic
by Kobi Gal 08 Dec '25

08 Dec '25

We have released a public anonymized dataset and LLM models of mental health support conversations in Hebrew and Arabic. Thanks to Israeli Innovation Authority for their support! https://lnkd.in/eYbPhN2y Sincerely Kobi Gal https://ailab.ise.bgu.ac.il/

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First Call for Papers — Workshop on Dialects in NLP: A Resource Perspective (at LREC 2026)
by s.bompolas＠athenarc.gr 08 Dec '25

08 Dec '25

Workshop on Dialects in NLP: A Resource Perspective To be held in conjunction with LREC 2026, Palma de Mallorca, Spain on 11, 12 and 16 May 2026. Website: https://dialres.github.io/dialres/ Overview DialRes-LREC26 addresses the growing need for high-quality resources supporting dialect-focused NLP. The workshop aims to bring together researchers from linguistics, computational linguistics, digital humanities, and adjacent fields to exchange insights on the creation, documentation, evaluation, and use of dialectal resources. Topics of Interest We invite submissions relating to any aspect of developing or using resources for dialectal NLP. Topics include — but are not limited to — the following: • Creation and evaluation of spoken and written dialect resources • Orthographic normalization and standardization • Treatment of dialect–standard distinctions in annotation frameworks for speech and text • Cross-dialect and cross-lingual transfer; model adaptation methods • Scalability issues and resource-efficient techniques • Use of LLMs in resource creation, augmentation, annotation, or processing • Resources supporting dialect preservation, revitalization, and community engagement • Pedagogical, sociolinguistic, and linguistic applications viewed through a resource lens • Practical considerations when working with dialect resources (legal, financial, academic, societal) • Empowering dialect communities in developing their own resources Invited Speaker Prof. Barbara Plank, LMU Munich (https://bplank.github.io/) Details will be announced on the workshop website. Submission Guidelines Papers must be submitted electronically through Softconf: [link to come]. Submissions should: • Be 4–8 pages, excluding references and optional Ethics Statements • Follow the LREC 2026 style guidelines, available on the conference website: https://lrec2026.info/authors-kit/ • Use templates provided here: https://lrec2026.info/calls/second-call-for-papers/ Authors will be asked to supply information on any language resources (broadly defined — data, tools, standards, evaluation sets, etc.) used in or resulting from their work. ELRA strongly encourages sharing such resources to support reproducibility and reuse. Accepted papers will appear in the workshop proceedings. Presentation format (oral/poster) will be based solely on how best to communicate the work. For inquiries: dialres-lrec26(a)googlegroups.com Important Dates • 20 February 2026 — Submission Deadline • 11 March 2026 — Notification of Acceptance • 28 March 2026 — Camera-ready Papers Due Endorsements The workshop is endorsed by: • UniDive COST Action CA21167, which supports work on language diversity and resource development • Archimedes/Athena RC, a major AI research hub in Greece with strong academic and industrial collaborations Organizing Committee • Antonios Anastasopoulos — George Mason University / Archimedes–Athena RC • Stella Markantonatou — ILSP / Archimedes–Athena RC • Angela Ralli — University of Patras / Archimedes–Athena RC • Marcos Zampieri — George Mason University • Stavros Bompolas — Archimedes–Athena RC • Vivian Stamou — Archimedes–Athena RC

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3rd CfP SIGHUM (LaTeCH-CLfL) 2026 Workshop at EACL 2026
by Stefania Degaetano-Ortlieb 08 Dec '25

08 Dec '25

SIGHUM (LaTeCH-CLfL) 2026 The 10th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature to be held at EACL in March 2026 in Rabat, Morocco as a two-day workshop with one on-site and one online day Second Call for Papers (with apologies for cross-posting) Organizers: Diego Alves, Yuri Bizzoni, Stefania Degaetano-Ortlieb, Anna Kazantseva, Janis Pagel, Stan Szpakowicz SIGHUM (LaTeCH-CLfL) 2026 is the tenth in a series of meetings for NLP researchers who work with data from the broadly understood arts, humanities and social sciences, and for specialists in those disciplines who apply NLP techniques in their work. The workshop continues a long tradition of annual events which also host the SIGHUM business meetings. Workshop site https://sighum.wordpress.com/events/sighum-latech-clfl-2026/ Important dates Submission deadline: January 5th, 2026 Notification of acceptance: February 3rd, 2026 Camera-ready paper due: February 10th, 2026 Description The community of the broadly understood Digital Humanities (DH) has witnessed remarkable growth and transformation, fueled by the rapid advancements in NLP. There is a steady interest in, and a high demand for, NLP methods of semantic and structural annotation, intelligent linking, discovery, querying, cleaning and visualization of primary and secondary data. Even so, the heterogeneous landscape of the DH with their diverse, often multi-lingual or multi-modal sources can be a challenge for NLP. Consider, for example, the growing interest in historical language data and in under-resourced languages. There are unique obstacles in developing comprehensive language models in aid of the linguistic diversity in DH. The handling of noisy and non-standard data, and the need for domain adaptation and intensive annotation, continue to be at the forefront of research effort in the community. The literary studies, which have witnessed substantial progress in the application of NLP methods, bring their own similar problems. Navigating forms of creative expression requires more than the typical information-seeking tools. A case in point might be the study of literature of a certain period, author or sub-genre, the recognition of certain literary devices, or the quantitative analysis of poetry. The emergence of Large Language Models (LLMs) expands the DH toolkit. There is support for automatic text cleaning and annotation, creation of semantic resources, analysis of narrative, genre and literary style, and linking information across sources. LLMs can support historical or low-resource languages, particularly when complemented with domain-specific fine-tuning and careful evaluation. One must note, however, that even with careful adaptation, curation and attention to interpretability, LLM outputs remain prone to errors, biases and lack of transparency; that requires rigorous assessment to ensure their suitability for scholarly research. There is growing emphasis on the importance of explanation in NLP models. That applied equally to DH, whose various domains enjoy the effect of NLP. Transparency and clarity of the results are critical if one is to accept the processed data, and gain valuable insights. That is why one must carefully consider a balance between raw performance scores and interpretability, in keeping with the specific research objectives. For many years now, this broad research context has drawn together NLP experts, data specialists and researchers in Digital Humanities who work in and across their domains. Our long-standing series of workshops has shown that cross-disciplinary exchange supports work in the Humanities, Social Sciences and Cultural Heritage communities. It encourages the Computational Linguistics community to build rich, effective tools and, above all, interpretable models. Topics Our workshops attract original work on a wide variety of topics, including – but as usual not restricted to – these: adaptation of NLP tools to Cultural Heritage, Social Sciences, Humanities and literature; automatic error detection and cleaning of textual data; complex annotation schemas, tools and interfaces; creation (fully- or semi-automatic) of semantic resources; creation and analysis of social networks of literary characters; discourse and narrative analysis/modelling, notably in literature; emotion analysis for the humanities and for literature; generation of literary narrative, dialogue or poetry; identification and analysis of literary genres; information/knowledge modelling in the Humanities, Social Sciences and Cultural Heritage; interpretability of large language models output for DH-related tasks (explainable AI); linking and retrieving information from different sources, media, and domains; low-resource and historical language processing; modelling dialogue literary style for generation; profiling and authorship attribution; search for scientific and/or scholarly literature; work with linguistic variation and non-standard or historical use of language Information for authors We invite papers on original, unpublished work in the topic areas of the workshop. We will consider long papers, short papers and system descriptions (demos). We also welcome position papers. Long papers, presenting completed work, may consist of up to eight (8) pages of content plus additional pages of references (just two if possible -:). The final camera-ready versions of accepted long papers will be given one additional page of content (up to 9 pages), so that reviewers’ comments can be taken into account. A short paper / demo presenting work in progress or the description of a system may consist of up to four (4) pages of content plus additional pages of references (one if you can). Upon acceptance, short papers will be given five (5) content pages in the proceedings. A position paper — clearly marked as such — should not exceed eight (8) pages including references. All submissions are to follow the *ACL paper styles (for LaTeX / Overleaf and MS Word) available at https://github.com/acl-org/acl-style-files <https://github.com/acl-org/acl-style-files>. Papers should be submitted electronically, only in PDF, via the LaTeCH-CLfL 2026 submission website on the SoftConf pages (we will publish the link as soon as we have it). Reviewing will be double-blind. Please do not include the authors’ names and affiliations, or any references to Web sites, project names, acknowledgements and so on — anything that immediately reveals the authors’ identity. Please keep references to your own work at a reasonable minimum, and do not use anonymous citations. In accordance with the EACL 2026 policy on multiple submission, we will not consider any paper that is under review in a journal or another conference at the time of submission. During the review period, papers submitted to our workshop cannot also be submitted elsewhere. Stefania Degaetano-Ortlieb Associate Professor Universität des Saarlandes Language Science and Technology Campus A2.2, 1.06 66123 Saarbrücken Tel.: ++49 681 302 70077 E-Mail: s.degaetano(a)mx.uni-saarland.de www.stefaniadegaetano.com

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The Annual ACM Conference on Intelligent User Interfaces (IUI 2026): Last Combo Call for Workshop Papers
by Announce 08 Dec '25

08 Dec '25

*** Last Combo Call for Workshop Papers *** The Annual ACM Conference on Intelligent User Interfaces (IUI 2026) March 23-26, 2026, 5* Coral Beach Hotel & Resort, Paphos, Cyprus https://iui.hosting.acm.org/2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> The ACM Conference on Intelligent User Interfaces (ACM IUI) is the leading annual venue for researchers and practitioners to explore advancements at the intersection of Artificial Intelligence (AI) and Human-Computer Interaction (HCI). IUI 2026 attracted a record number of submissions for the main conference (561 full paper submissions after an initial submission of 697 abstracts). Although the submission deadline for the main conference is now over, we welcome the submission of papers to a number of workshops that will be held as part of IUI 2026. A list of these workshops, with a short description and the workshops' websites for further information, follows below. AgentCraft: Workshop on Agentic AI Systems Development (full-day workshop) Organizers: Karthik Dinakar (Pienso), Justin D. Weisz (IBM Research), Henry Lieberman (MIT CSAIL), Werner Geyer (IBM Research) URL: https://agentcraft-iui.github.io/2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Ambitious efforts are underway to build AI agents powered by large language models across many domains. Despite emerging frameworks, key challenges remain: autonomy, reasoning, unpredictable behavior, and consequential actions. Developers struggle to comprehend and debug agent behaviors, as well as determine when human oversight is needed. Intelligent interfaces that enable meaningful oversight of agentic plans, decisions, and actions are needed to foster transparency, build trust, and manage complexity. We will explore interfaces for mixed-initiative collaboration during agent development and deployment, design patterns for debugging agent behaviors, strategies for determining developer control and oversight, and evaluation methods grounding agent performance in real-world impact. AI CHAOS! 1st Workshop on the Challenges for Human Oversight of AI Systems (full-day workshop) Organizers: Tim Schrills (University of Lübeck), Patricia Kahr (University of Zurich), Markus Langer (University of Freiburg), Harmanpreet Kaur (University of Minnesota), Ujwal Gadiraju (Delft University of Technology) URL: https://sites.google.com/view/aichaos/iui-2026?authuser=0<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> As AI permeates high-stakes domains—healthcare, autonomous driving, criminal justice —failures can endanger safety and rights. Human oversight is vital to mitigate harm, yet methods and concepts remain unclear despite regulatory mandates. Poorly designed oversight risks false safety and blurred accountability. This interdisciplinary workshop unites AI, HCI, psychology, and regulation research to close this gap. Central questions are: How can systems enable meaningful oversight? Which methods convey system states and risks? How can interventions scale? Through papers, talks, and interactive discussions, participants will map challenges, define stakeholder roles, survey tools, methods, and regulations, and set a collaborative research agenda. CURE 2026: Communicating Uncertainty to foster Realistic Expectations via Human- Centered Design (half-day workshop) Organizers: Jasmina Gajcin (IBM Research), Jovan Jeromela (Trinity College Dublin), Joel Wester (Aalborg University), Sarah Schömbs (University of Melbourne), Styliani Kleanthous (Open University of Cyprus), Karthikeyan Natesan Ramamurthy (IBM Research), Hanna Hauptmann (Utrecht University), Rifat Mehreen Amin (LMU Munich) URL: https://cureworkshop.github.io/cure-2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Communicating system uncertainty is essential for achieving transparency and can help users calibrate their trust in, reliance on, and expectations from an AI system. However, uncertainty communication is plagued by challenges such as cognitive biases, numeracy skills, calibrating risk perception, and increased cognitive load, with research finding that lay users can struggle to interpret probabilities and uncertainty visualizations. HealthIUI 2026: Workshop on Intelligent and Interactive Health User Interfaces (half-day workshop) Organizers: Peter Brusilovsky (University of Pittsburgh), Behnam Rahdari (Stanford University), Shriti Raj (Stanford University), Helma Torkamaan (TU Delft) URL: https://healthiui.github.io/2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> As AI transforms health and care, integrating Intelligent User Interfaces (IUI) in wellness applications offers substantial opportunities and challenges. This workshop brings together experts from HCI, AI, healthcare, and related fields to explore how IUIs can enhance long-term engagement, personalization, and trust in health systems. Emphasis is on interdisciplinary approaches to create systems that are advanced, responsive to user needs, mindful of context, ethics, and privacy. Through presentations, discussions, and collaborative sessions, participants will address key challenges and propose solutions to drive health IUI innovation. MIRAGE: Misleading Impacts Resulting from AI-Generated Explanations (full-day workshop) Organizers: Simone Stumpf (University of Glasgow), Upol Ehsan (Northeastern University), Elizabeth M. Daly (IBM Research), Daniele Quercia (Nokia Bell Labs) URL: https://mirage-workshop.github.io<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Explanations from AI systems can illuminate, yet they can misguide. MIRAGE at IUI tackles pitfalls and dark patterns in AI explanations. Evidence now shows that explanations may inflate unwarranted trust, warp mental models, and obscure power asymmetries—even when designers intend no harm. We classify XAI harms as Dark Patterns (intentional, e.g., trust-boosting placebos) and Explainability Pitfalls (unintended effects without manipulative intent). These harms include error propagation (model risks), over-reliance (interaction risks), and false security (systemic risks). We convene an interdisciplinary group to define, detect, and mitigate these risks. MIRAGE shifts focus to safe explanations, advancing accountable, human-centered AI. PARTICIPATE-AI: Exploring the Participatory Turn in Citizen-Centred AI (half-day workshop) Organizers: Pam Briggs (Northumbria University), Cristina Conati (University of British Columbia), Shaun Lawson (Northumbria University), Kyle Montague (Northumbria University), Hugo Nicolau (University of Lisbon), Ana Cristina Pires (University of Lisbon), Sebastien Stein (University of Southampton), John Vines (University of Edinburgh) URL: https://sites.google.com/view/participate-ai/workshop<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> This workshop explores value alignment for participatory AI, focusing on interfaces and tools that bridge citizen participation and technical development. As AI systems increasingly impact society, meaningful and actionable citizen input in their development becomes critical. However, current participatory approaches often fail to influence actual AI systems, with citizen values becoming trivialized. This workshop will address challenges such as risk articulation, value evolution, democratic legitimacy, and the translation gap between community input and system implementation. Topics include value elicitation within different communities, critical analysis of failed participatory attempts, and methods for making citizen concerns actionable for developers. SHAPEXR: Shaping Human-AI-Powered Experiences in XR (full-day workshop) Organizers: Giuseppe Caggianese (National Research Council of Italy, Institute for High- Performance Computing and Networking Napoli), Marta Mondellini (National Research Council of Italy, Institute of Intelligent Industrial Systems and Technologies for Advanced Manufacturing, Lecco), Nicola Capece (University of Basilicata), Mario Covarrubias (Politecnico di Milano), Gilda Manfredi (University of Basilicata) URL: https://shapexr.icar.cnr.it<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> This workshop explores how eXtended Reality (XR) can serve as a multimodal interface for AI systems, including LLMs and conversational agents. It focuses on designing adaptive, human-centered XR environments that incorporate speech, gesture, gaze, and haptics for seamless interaction. Main topics include personalization, accessibility, cognitive load, trust, and ethics in AI-driven XR experiences. Through presentations, discussions, and collaborative sessions, the workshop aims to establish a subcommunity within IUI to develop a roadmap that includes design principles and methodologies for inclusive and adaptive intelligent interfaces, enhancing human capabilities across various domains, such as healthcare, education, and collaborative environments. TRUST-CUA: Trustworthy Computer-Using Generalist Agents for Intelligent User Interfaces (full-day workshop) Organizers: Toby Jia-Jun Li (University of Notre Dame), Segev Shlomov (IBM Research), Xiang Deng (Scale AI), Ronen Brafman (Ben-Gurion University of the Negev), Avi Yaeli (IBM Research) Zora (Zhiruo) Wang (Carnegie Mellon University) URL: https://sites.google.com/view/trust-cuaiui26/home<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Computer-Using Agents (CUAs) are moving from point automations to generalist agents acting across GUIs, browsers, APIs, and CLIs—raising core IUI questions of trust, predictability, and control. This workshop advances trustworthy-by-design CUAs through human-centered methods: mixed-initiative interaction, explanation and sensemaking, risk/uncertainty communication, and recovery/rollback UX. Outcomes include (1) a practical TRUST-CUA checklist for oversight, consent, and auditing, (2) a user-centered evaluation profile (“CUBench-IUI,” e.g., predictability, oversight effort, time-to-recovery, policy-aligned success), and (3) curated design patterns and open challenges for deployable, accountable agentic interfaces. Important Dates • Paper Submission: December 19, 2025 • Notification: February 2, 2026 All dates are 23:59h AoE (anywhere on Earth). Organisation General Chairs • Tsvi Kuflik, The University of Haifa, Israel • Styliani Kleanthous, Open University of Cyprus, Cyprus Local Organising Chair • George A. Papadopoulos, University of Cyprus, Cyprus Workshop and Tutorial Chairs • Karthik Dinakar, Pienso Inc, USA • Werner Geyer, IBM Research, USA • Patricia Kahr, University of Zurich, Switzerland • Antonela Tommasel, ISISTAN, CONICET-UNCPBA, JKU, Argentina, Austria

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The 2nd Call for Participation – SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis on Customer Reviews and Stance Datasets.
by Lung-Hao Lee 08 Dec '25

08 Dec '25

Dear colleagues, We are delighted to announce *SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis on Customer Reviews and Stance Datasets*. *Aspect-Based Sentiment Analysis (ABSA)* is a widely used technique for analyzing people’s opinions and sentiments at the aspect level. However, current ABSA research predominantly adopts a coarse-grained, categorical sentiment representation (e.g., positive, negative, or neutral). This approach stands in contrast to long-established theories in psychology and affective science, where sentiment is represented along fine-grained, real-valued dimensions of valence (ranging from negative to positive) and arousal (from sluggish to excited). This valence-arousal (VA) representation has inspired the rise of dimensional sentiment analysis as an emerging research paradigm, enabling more nuanced distinctions in emotional expression and supporting a broader range of applications. To bridge this gap, we propose *Dimensional ABSA (DimABSA)*, a shared task that integrates dimensional sentiment analysis into the traditional ABSA framework. Furthermore, there is a conceptual similarity between stance detection and ABSA when the stance target is treated as an aspect. Building on this, we introduce *Dimensional Stance Analysis (DimStance)*, a Stance-as-DimABSA task that reformulates stance detection under the ABSA schema in the VA space. This new formulation extends ABSA beyond consumer reviews to public-issue discourse (e.g., social, political, energy, climate) and also generalizes stance analysis from categorical labels to continuous VA scores. ——————— *Languages* ——————— *We provide data in 9 languages*, including: German (deu), English (eng), Hausa (hau), Japan (jpn), Russian (rus), Swahili (swa), Tatar (tat), Ukrainian (ukr), and Chinese (zho) ——————— *Domains* ——————— *A total of 6 application domains*, including: Restaurant, Laptop, Hotel, Finance, Environmental Protection, and Politics ——————— *Subtasks* ——————— *Track A – Dimensional Aspect-Based Sentiment Analysis (DimABSA)*: Predict real-valued valence–arousal (VA) scores for aspects and extract their associated information from text. Its subtasks include: - *Subtask 1: DimASR *– Dimensional Aspect Sentiment Regression - *Subtask 2: DimASTE* – Dimensional Aspect Sentiment Triplet Extraction - *Subtask 3: DimASQP* – Dimensional Aspect Sentiment Quad Prediction *Track B – Dimensional Stance Analysis (DimStance)*: A Stance-as-DimABSA task, where the target in stance detection is treated as an aspect. Its subtasks include: - Subtask 1: DimASR for stance analysis ——————— *Evaluation* ——————— For both tracks, RMSE is used for Subtask 1, and a new metric (continuous F1) for Subtasks 2 & 3. ——————— *Participation* ——————— *Website* (checkout details): https://github.com/DimABSA/DimABSA2026 *Codabench* (register and submit results) - Track A: https://www.codabench.org/competitions/10918/ - Track B: https://www.codabench.org/competitions/11139/ *Discord* (community and discussion) https://discord.gg/xWXDWtkMzu *Google Group* (official updates): https://groups.google.com/g/dimabsa-participants ——————— *Important Dates * ——————— - Sample Data Ready: 15 July 2025 - Training Data Ready: 30 September 2025 - Evaluation Start: 12 January 2026 - Evaluation End: 30 January 2026 - System Description Paper Due: February 2026 - Notification to Authors: March 2026 - Camera Ready Due: April 2026 - SemEval Workshop 2026: co-located with ACL 2026 (San Diego, CA, USA) We warmly invite the community to participate in this exciting shared task and contribute to advancing NLP research. Best regards, SemEval-2026 Task 3 Organizers

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Industrial Internship on Multilingual IR and LLMs
by Tirthankar Ghosal 08 Dec '25

08 Dec '25

Hello all, If you are looking for an industrial internship on Multilingual IR, LLMs, and love to work in a fast-paced environment, please reach out: https://www.linkedin.com/posts/tirthankar-ghosal-ai_were-hiring-2-interns-f… Best, Tirthankar +++++++++++++++++++++++++++++++++++ Dr. Tirthankar Ghosal <https://www.tirthankarghosal.com/> Scientist (NLP/AI and HPC) <https://www.ornl.gov/staff-profile/tirthankar-ghosal> National Center for Computational Sciences (NCCS) Oak Ridge National Laboratory, United States & Affiliate Faculty (NLP/AI) <https://bredesencenter.utk.edu/faculty/tirthankar-ghosal/> University of Tennessee Knoxville United States ++++++++++++++++++++++++++++++++++++

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The 33rd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2026): Last Combo Call for Workshop Papers
by Announce 07 Dec '25

07 Dec '25

*** Last Combo Call for Workshop Papers *** The 33rd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2026) 17 March, 2026, 5* St. Raphael Resort and Marina, Limassol, Cyprus https://conf.researchr.org/home/saner-2026<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> SANER 2026 attracted 213 full paper submissions, the third highest in the 33 years of running. The conference will feature the following workshops with open calls for submission. Please visit the workshops' websites and/or contact their organisers for more details. SQA4AI – Software Quality Assurance for Artificial Intelligence https://sqa4ai-ws.github.io<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Greenvolve – The Green Software Evolution Workshop https://greenvolve.github.io<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> Fairness 2026 – 2nd International Workshop on Fairness in Software Systems https://fairnessworkshop.github.io<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> F-TRANSFER – Facilitating Continuous Education and Training Through AI in SE https://www.cs.ubbcluj.ro/~avescan/f-transfer-2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> IWBOSE 2026 – Ninth International Workshop on Blockchain Oriented Software Engineering https://www.agile-group.org/iwbose2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> VST 2026 – 9th Workshop on Validation, Analysis and Evolution of Software Tests https://vstworkshop.github.io/vst2026/<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> MSR4P&S 2026 – 4th International Workshop on Mining Software Repositories Applications for Privacy and Security https://msr4ps.github.io<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> SUBMISSION LINK https://easychair.org/my/conference?conf=saner2026<http://www.cs.ucy.ac.cy/~george/GPLists_2021/lm.php?tk=Y29ycG9yYQkJCWNvcnBv…> IMPORTANT DATES • Abstract Submission: 12 December, 2025 • Paper Submission: 18 December, 2025 • Notification: January 14, 2026 • Camera-Ready: 20 January, 2026 All dates are 23:59h AoE (anywhere on Earth). ORGANISATION General Chair • Georgia Kapitsaki, University of Cyprus, Cyprus Local Organizing Chair • George Angelos Papadopoulos, University of Cyprus, Cyprus Workshops and Tutorials Co-Chairs • Marcelo De Almeida Maia, Federal University of Uberlandia, Brazil • Juri Di Rocco, University of L'Aquila, Italy

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PROPOR 2026: FINAL CALL FOR PAPERS (deadline extension!)
by Hugo Gonçalo Oliveira 06 Dec '25

06 Dec '25

******************************************************** PROPOR 2026: 17th International Conference on Computational Processing of Portuguese Salvador - BA, Brazil April 13th to 16th 2026 https://propor2026.ufba.br/ FINAL CALL FOR PAPERS (deadline extension: January 9) ******************************************************** The International Conference on the Computational Processing of Portuguese (PROPOR) is the main event in the area of human language processing that is focused on theoretical and technological issues of written and spoken Portuguese and Galician. The meeting has been a rich forum for the exchange of ideas and partnerships for the research and industry communities dedicated to automated language processing, promoting the development of methodologies, resources, and projects. We invite submissions describing work on any topic related to the computational processing of Portuguese and Galician by researchers in industry or academia. Topics of interest include, but are not limited to: - Natural language processing tasks (e.g., parsing, word sense disambiguation, coreference resolution) - Natural language processing applications (e.g., question answering, subtitling, summarization, sentiment analysis) - Natural language generation - Information extraction and information retrieval - Speech technologies (e.g., spoken language generation, speech and speaker recognition, spoken language understanding) - Speech applications (e.g., spoken language interfaces, dialogue systems, speech-to-speech translation) - Resources, standardization, and evaluation (e.g., corpora, ontologies, lexicons, grammars) - NLP-oriented linguistic description or theoretical analysis - Distributional semantics and language modeling - Portuguese language varieties and dialect processing (including the language varieties of Angola, Brazil, Cape Verde, East Timor, Galicia, Guinea-Bissau, Macau, Mozambique, Portugal, and São Tomé and Príncipe) - Multilingual studies, methods, applications, and resources, Portuguese and/or Galician PROPOR 2026 will take place from April 13-16th in Salvador, Bahia (Brazil), a city that stands as a historical meeting point between the Portuguese language, the Indigenous languages of Brazil, and the African languages brought by enslaved peoples.These long-standing linguistic and cultural interactions have been instrumental in shaping the evolution of Brazilian Portuguese and Brazilian culture. PROPOR 2026 will be the 17th edition of the biannual PROPOR conference, hosted alternately in Brazil and Portugal, and more recently also in Galiza. Past meetings were held in Lisbon, PT (1993); Curitiba, BR (1996); Porto Alegre, BR (1998); Évora, PT (1999); Atibaia, BR (2000); Faro, PT (2003); Itatiaia, BR (2006); Aveiro, PT (2008); Porto Alegre, BR (2010); Coimbra, PT (2012); São Carlos, BR (2014); Tomar, PT (2016); Canela, BR (2018); Évora, PT (2020); Fortaleza, BR (2022); and Santiago de Compostela, GZ (2026). *Important dates* - Full and short paper submission deadline: *09/01/2026 * - Notification of paper acceptance or rejection: 11/02/2026 - Camera-ready papers due: 15/03/2026 - Conference: 13-16/04/2026 Submissions Submissions should describe original and unpublished work. Authors are invited to submit two types of papers: - Full papers reporting substantial and completed research, particularly work that contributes significantly to the advancement of the field. Where appropriate, submissions should include concrete evaluation results. Full papers may be up to 8 pages of content + 2 additional pages for references. - Short papers reporting small, focused contributions such as ongoing research, position papers, promising ideas for discussion, negative results, or an interesting application nugget. Short papers can have up to 4 content pages + 1 page for references. Each submission will be evaluated by at least two reviewers. As the review process is double-blind, submitted papers must be fully anonymized. Submissions must not include authors’ names, affiliations, or any other information that could be used to identify them. Authors must avoid self-references that reveal identity, like “We previously showed (Freitas, 1991) …”. Instead, they should prefer citations such as “Freitas (1991) previously showed …”. Author information will be collected separately during the submission process. While recent editions have only accepted submissions in English, this year we are pleased to also accept papers written in Portuguese, reaffirming our commitment to promoting scientific exchange in our language. At submission time, only PDF format is accepted. For the camera-ready version, authors of accepted papers will be given 1 additional content page to address the reviews’ suggestions. Authors of accepted papers will be requested to send the source files for the production of the proceedings. All submitted papers must adhere to the ACL style guidelines and use the LaTeX template below: - LaTeX stylesheet <https://github.com/acl-org/acl-style-files/archive/refs/heads/master.zip> - Overleaf Template <https://www.overleaf.com/latex/templates/association-for-computational-ling…> - Paper Formatting Guidelines <https://acl-org.github.io/ACLPUB/formatting.html> Papers should be submitted via the following URL https://cmt3.research.microsoft.com/PROPOR2026 by selecting the track PROPOR2026 Long and short papers. Multiple-submission policy For work that has been or will be submitted to other venues, this information must be clearly indicated at submission time. If a paper is accepted, the authors must inform the Program Chairs of their final decision regarding the venue at which the work will be presented. Papers that are published (or scheduled for publication) elsewhere cannot be accepted for publication or presentation at PROPOR 2026. *Mandatory Reviewing Workload *As the pace of research in the field continues to accelerate, it is essential to reinforce our collective commitment to the review process. Accordingly, during submission, authors will be required to indicate which co-authors commit to serving as reviewers for the conference. Publication The proceedings of PROPOR 2026 will be published in the ACL Anthology. They will be available online. To ensure publication, at least one author of each accepted paper must complete a full registration for PROPOR 2026 by the early registration deadline. Ethics Policy Authors are advised to follow the ACL Ethics Policy for submission, which can be found at: https://aclrollingreview.org/cfp#ethics-policy Authors are also strongly advised to follow the ACL guidelines for generative AI assistance in authorship, which can be found at: https://www.aclweb.org/adminwiki/index.php/ACL_Policy_on_Publication_Ethics… Kindest regards, Diana Santos and Larissa Freitas PROPOR 2026 Program Chairs propor2026(a)ufba.br ---------- Hugo Gonçalo Oliveira CISUC, Department of Informatics Engineering, University of Coimbra http://eden.dei.uc.pt/~hroliv

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DEADLINE EXTENSION: International Online Conference 'Bringing together research on the CEFR/CV and LCR: a focus on descriptors'
by María Belén Díez Bedmar 05 Dec '25

05 Dec '25

Dear colleagues, We are pleased to inform you that the deadline for abstract submission to the International Online Conference 'Bringing together research on the CEFR/CV and LCR: a focus on descriptors' has been extended until 18 December 2025. Please notice that you can submit either research, a proposal to present your project in process, your work in process, a round table or to present a journal/association/etc. related to the Common European Framework of Reference for Languages, the Companion Volume and/or Learner Corpus Research. Conference website: https://www.finedesc.naturalde.es/ *LAST CALL FOR PAPERS* *Description* This international online conference (29–31 January 2026) aims to provide a forum for researchers working on the implementation of the Common European Framework of Reference for Languages (CEFR) and its Companion Volume (CV) (Council of Europe, 2001, 2020) as well as for scholars employing Learner Corpus Res earch (LCR) to describe learner language at different CEFR levels. Colleagues working on the CEFR/CV and LCR are welcome to share their findings at this international online conference and explore opportunities for future collaboration. The conference will be organized into five thematic panels: a) Empirical research on the implementation of the CEFR/CV in the learning, teaching and/or assessment of languages, with a special focus on descriptor use, if possible. b) The description of learner language by means of Learner Corpus Research in CEFR/CV-aligned learner corpora at different CEFR/CV levels. c) The possibility of supplementing the CEFR/CV descriptors with linguistic information, i.e., fine-tuned descriptors (Díez-Bedmar, 2018), based on LCR results. d) The design of learning/teaching/assessment materials for different communicative language activities and CEFR/CV levels based on LCR results e) The knowledge gained and/or challenges encountered in the use of descriptors in the learning/teaching or assessment of languages. We invite contributions (either in English or Spanish) on the topics above in the following formats. a) Papers: 20 minutes followed by 10 minutes for Q&A b) Work in Progress (WiP): 10 minutes followed by 5 minutes for Q&A c) Projects in Progress (PiP): 10 minutes followed by 5 minutes for Q&A d) Round tables: maximum three participants, 40 minutes followed by 15 minutes for Q&A e) Presentations of associations, journals, fora, etc. related to the CEFR/CV or LCR: 10 minutes (followed by 5 minutes for Q&A). *Instructions for authors* Contributions may be submitted either in *English or Spanish*. · *Paper abstracts* should be 400 words maximum (excluding references) and are expected to include a brief literature review, the methodology of the study, and the main results obtained. · *WiP* should be 300 words maximum (excluding references) and include a brief literature review, the methodology employed, and the main results expected · *PiP* should be 300 words maximum (excluding references) and should include the objectives of the project, the participants, the methodology employed, and the main results expected. · *Round-tables* should be 500 words maximum (excluding references) and focus on the knowledge gained and/or challenges encountered in the use of descriptors in the learning/teaching or assessment of languages. The proposals should include the name of the three participants, the contextualization of the research conducted/the institutional context and the structure of the round table proposed. Directors and/or teachers in University Language Centres/Language Centres/etc. are welcome to submit proposals for round-tables. · *Presentations* of associations, journals, fora, etc. related to the CEFR/CV or LCR should be 200 words maximum. *Pre-conference workshop* Dr. Yukio Tono (Tokyo University of Foreign Studies) will offer a pre-conference workshop entitled ‘Introducing CEFR-based text analysis tools’ on January, 29, 2026. This workshop is free of charge, but registration is required (https://www.finedesc.naturalde.es/#workshop). *Conference format* The conference will be online via Zoom. *Submissions* Proposals should be anonymized before submission via EasyChair. Further information is available at https://www.finedesc.naturalde.es/conference-information/ The deadline for submission is *December, 8th, 2025 December 18th, 2025* *Registration* There is no registration fee for attendants and /or presenters, but registration is required both for the International Online Conference ( https://www.finedesc.naturalde.es/registration/) and/or the pre-conference workshop (https://www.finedesc.naturalde.es/#workshop). *Important dates* Deadline for submission: *December, 8th, 2025 December 18th, 2025* Notifications of acceptance: January 9, 2026 Pre-conference workshop: 29 January 2026 Conference: 29-31 January 2026 *Publication of a special issue* A special issue in *Research in Corpus Linguistics* ( https://ricl.aelinco.es/index.php/ricl) will be edited by Dr. Díez-Bedmar on the topic “LCR meets the CEFR/CV” and published in 2027. We encourage researchers analyzing learner language -including linguistic, sociolinguistic, or pragmatic competences- at or across CEFR/CV levels in CEFR/CV-aligned learner corpora to submit their research to the CFPs for the special issue. Further information about the CFPs will be provided in due course. *Conference organization* This international online conference is organized by the research project ‘Making the CEFR/CV more user-friendly: fine-tuning descriptors with Learner Corpus Research (LCR) results’ (Project PID2020-117041GA-I00 funded by the Spanish Ministry of Science, Innovation and Universities, MCIN/AEI/10.13039/501100011033), (( https://web.ujaen.es/investiga/finedesc/index.php). The project has focused on analysing the needs of CEFR/CV end-users and fine-tuning CEFR/CV descriptors using the FineDesc Learner Corpus compiled during the project. *Organizing committee* Marisa Carrió Pastor (Universitat Politècnica de València) María Belén Díez Bedmar (Universidad de Jaén) Natalia Judith Laso Martín (Universitat de Barcelona) Gloria Luque Agulló (Universidad de Jaén) Carmen Maíz Arévalo (Universidad Complutense de Madrid) María del Carmen Méndez García (Universidad de Jaén) Arturo Montejo Ráez (Universidad de Jaén) *Scientific committee* Isabel Alonso Belmonte (Universidad Autónoma de Madrid) Marisa Carrió Pastor (Universitat Politècnica de València) Paola Celentin (Università degli Studi di Verona, Italy) Raquel Criado Sánchez (Universidad de Murcia) María Belén Díez Bedmar (Universidad de Jaén) Miguel Fernández Álvarez (Universidad Politécnica de Madrid) Stefania Ferrari (Università del Piemonte Orientale, Italy) Neus Figueras Casanovas (EALTA CEFR SIG Chair) María del Carmen Fonseca Mora (Universidad de Huelva) Dana Gablasova (Lancaster University, UK) Jesús García Laborda (Universidad de Alcalá de Henares) Natalia Judith Laso Martín (Universitat de Barcelona) Gloria Luque Agulló (Universidad de Jaén) Carmen Maíz Arévalo (Universidad Complutense de Madrid) Geraldine Mark María del Carmen Méndez García (Universidad de Jaén) Akira Murakami (University of Birmingham, UK) Brian North (CEFR co-author) Ignacio Palacios Martínez (Universidade Santiago de Compostela) Magali Paquot (Université catholique de Louvain) Víctor Pavón Vázquez (Universidad de Córdoba) Pascual Pérez Paredes (Universidad de Murcia) Enrica Piccardo (University of Toronto, Canada) Ariadna Sánchez Hernández (Universidad Complutense de Madrid) Adolfo Sánchez Cuadrado (Universidad de Granada) Juana R. Sanmartín Vélez (Presidenta de la Asociación de Centros de Lenguas en la Enseñanza Superior (ACLES)) Yukio Tono (Tokio University of Foreign Studies, Japan) Project PID2020-117041GA-I00 funded by MCIN/AEI/10.13039/501100011033 >

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2026

2025

2024

2023

2022

Corpora