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Call for Papers: Special Session on Agentic AI for Spatio-Temporal Information Extraction and Reasoning - SAIS 2026
by Milena Slavcheva 27 Aug '26

27 Aug '26

Call for papers Special Session on Agentic AI for Spatio-Temporal Information Extraction and Reasoning - SAIS 2026 Following the rapid emergence of agentic applications and the growing volume of event-centric news and social media posts, we announce the first special track on Spatio-Temporal Information Extraction and Reasoning of the AGENTICS 2026 conference, which this year is part of the 18th Joint Conference on Computational Intelligence and will take place in Angers, France. We aim to bring together research where agentic AI and Large Language Models are utilized for spatio-temporal grounding of events, entities, and sentiments from textual sources. This also includes the construction of event and entity relations, graphs, and timelines and the spatio-temporal inference of implicitly mentioned locations and time periods. We welcome contributions on agentic reasoning for spatio-temporal task planning: for example, spatio-temporal reasoning from information extracted from text; reasoning over structured event databases, spatio-temporal knowledge graphs, and clusters; spatio-temporal attribute propagation; reasoning about sequences of events; and all other spatio-temporal reasoning in a text-based context. We will address also downstream applications of these technologies like domain-specific monitoring agents for conflict, disasters, environmental change, public health, and other crisis and policy-related domains. Finally, we encourage work on early warning and forecasting with LLMs, and on reasoning over event sequences and spatial proximity to support downstream analysis and decision-making. In particular, we welcome submissions addressing the following main topics: spatio-temporal grounding and extraction using or interacting with LLM or agentic AI, spatio-temporal agentic reasoning, as well as downstream agentic or LLM-based applications. We also address evaluation techniques and benchmarks of the above mentioned approaches. Additionally, submissions on all other topics, related to agentic and LLM based spatio-temporal reasoning and extraction from texts will be considered. Website: https://agentics.scitevents.org/SpecialSessions.aspx Important dates: Paper Submission: September 1, 2026 Authors Notification: September 9, 2026 Camera Ready and Registration: September 18, 2026 Co-chairs of the Special Session: Hristo Tanev Joint Research Centre, Data Intelligence for Policy Unit, European Commission, Italy Milena Slavcheva Institute of Information and Communication Technologies, Department of Artificial Intelligence and Language Technologies, Bulgarian Academy of Sciences, Bulgaria Bertrand De Longueville Joint Research Centre, Text Mining and Artificial Intelligence Competence Centre, European Commission, Italy

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Second Call for papers KNLP@ACM-SAC
by Patrizio Bellan 26 Aug '26

26 Aug '26

*Knowledge and Natural Language Processing Track @ ACM SAC 2027* *Aim and Scope* The Knowledge and Natural Language Processing (KNLP) Track at the ACM Symposium on Applied Computing investigates methods and applications at the intersection of *Knowledge Engineering* and *Natural Language Processing*, with particular emphasis on approaches that combine these two areas. KNLP is an emerging and highly interdisciplinary research field at the core of Artificial Intelligence. It brings together and complements scientific advances in Natural Language Processing, Knowledge Representation and Reasoning, Machine Learning, and related disciplines. *Topics of Interest* Topics of interest include, but are not limited to, the following. *Natural Language Processing* - NLP methods for knowledge extraction - NLP for ontology population and ontology learning - Sentiment analysis and opinion mining for knowledge-based applications - Interplay between natural language and ontologies - NLP for explainable knowledge - Machine translation techniques for multilingual knowledge - NLP for the Web - Bias detection and mitigation in small and large language models - Interaction between small or large language models and knowledge *Knowledge* - Knowledge-enhanced NLP - Knowledge for information retrieval - Knowledge-based sentiment analysis and opinion mining - Combining knowledge and deep learning for NLP - Knowledge technologies for the Web - Knowledge-enhanced agentic reasoning - Agent reasoning over knowledge graphs and ontologies - Knowledge-based agent personalization - Linked Data for NLP - Knowledge-based natural language explainability - Language-model-enhanced ontology and knowledge engineering methodologies and tools - Language-model-based agents for knowledge extraction, reasoning, and management - Ontology evaluation using small and large language models - Ontological knowledge representation and memorization in language models - Knowledge-based techniques for language models, including Retrieval-Augmented Generation, fact-checking, and bias mitigation - Question answering over knowledge graphs using small and large language models *Real-World Applications Exploiting Knowledge and NLP* - Knowledge and NLP systems for Big Data scenarios - Knowledge and NLP technologies supporting a diverse, equitable, and inclusive society - Deployment and evaluation of Knowledge and NLP systems in domains such as: - Digital Humanities and Social Sciences - eGovernment and public administration - Life sciences, healthcare, and medicine - News, media, and data-streaming environments *Paper Submission* We invite original research papers and experience reports addressing the topics listed above. Submissions must not have been previously published or be under consideration for publication elsewhere. Papers must be submitted in PDF format using the official ACM SAC proceedings template. Authors’ names and affiliations must be entered separately in the submission system and must not appear in the submitted manuscript. All submissions will undergo a *double-blind peer-review process* in accordance with ACM SAC regulations. Submissions to the *Student Research Competition (SRC)* are also welcome. Prospective authors should consult the SAC 2027 SRC page for eligibility requirements and submission instructions. *Submission Policy* - All papers must initially be submitted as *regular papers*. There is no separate submission category for poster papers. - Papers will be evaluated according to their originality, technical contribution, presentation quality, and relevance to the Knowledge and Natural Language Processing Track. - Depending on the outcome of the review process and the overall acceptance-rate constraints, technically sound submissions that cannot be accepted as regular papers may be offered acceptance as posters. - Although there is no formal minimum page requirement, submissions shorter than *four full pages* that do not demonstrate a substantial contribution may be desk-rejected without external review. *Submission Links* - *Regular papers and SRC abstracts:* submission links are available through the ACM SAC 2027 website <https://www.sigapp.org/sac/sac2027/> - *Author kit and templates:* formatting instructions and official templates are available through the ACM SAC 2027 website <https://www.sigapp.org/sac/sac2027/> *Important Dates* Please consult the official ACM SAC 2027 website <https://www.sigapp.org/sac/sac2027/#important-dates> for up-to-date deadlines and possible changes. - *October 2, 2026:* Regular paper and SRC abstract submission - *November 13, 2026:* Author notification - *November 28, 2026:* Camera-ready copies of accepted papers and SRC submissions - *December 5, 2026:* Author registration deadline - *April 5–9, 2027:* Knowledge and Natural Language Processing Track at ACM SAC 2027 All deadlines follow the time zone specified on the official conference website. *Further Information* For further information, please visit the Knowledge and Natural Language Processing Track website <https://knlp.fbk.eu/> and the ACM SAC 2027 conference website <https://www.sigapp.org/sac/sac2027/>. Questions may be addressed to the KNLP Track Co-Chairs <knlp(a)fbk.eu>. -- -- Le informazioni contenute nella presente comunicazione sono di natura privata e come tali sono da considerarsi riservate ed indirizzate esclusivamente ai destinatari indicati e per le finalità strettamente legate al relativo contenuto. Se avete ricevuto questo messaggio per errore, vi preghiamo di eliminarlo e di inviare una comunicazione all’indirizzo e-mail del mittente. -- The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. If you received this in error, please contact the sender and delete the material.

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**CALL FOR PARTICIPATION**: CLEAR-TEXT Workshop at the conference CLIB 2026 (7 September 2026, Sofia, Bulgaria)
by Irina Temnikova 25 Aug '26

25 Aug '26

**CALL FOR PARTICIPATION**: CLEAR-TEXT Workshop at the conference CLIB 2026 (7 September 2026, Sofia, Bulgaria) FREE PARTICIPATION This is an interdisciplinary workshop covering all related fields, such as Linguistics, Translation and Translation Technologies, Psycholinguistics, Education, and Natural Language Processing. The workshop addresses all topics ranging from Legibility to Text Simplification, including issues, resources, and manual and automatic methods related to measuring and improving text comprehensibility. The event brings together researchers, IT and NLP professionals, publishers, representatives of Bulgarian public institutions (e.g., Ministries of Education, schools), and practitioners (authors, teachers, translators) to discuss current challenges and innovative solutions. The list of accepted papers and the detailed workshop programme are now available on the workshop website: https://sites.google.com/view/clear-text/programme The workshop includes two panels - one with Bulgarian practitioners and representatives of public institutions and one with renowned NLP experts: https://sites.google.com/view/clear-text/panels **To attend in person in Sofia**, please register through the registration page of the conference CLIB, of which the workshop is a satellite event, and clearly indicate that you want to attend the CLEAR-TEXT workshop: https://dcl.bas.bg/clib/registration/ The oral presentations and the panels can be followed online via a link, which will be published on the workshop website on September 4th, 2026. Regards Irina Temnikova, PhD Big Data for Smart Society Institute (GATE)

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Call for Co-Editor-in-Chief – Journal of Data Mining and Digital Humanities (JDMDH)
by nicolas.turenne＠ird.fr 25 Aug '26

25 Aug '26

The Journal of Data Mining and Digital Humanities (JDMDH) has been publishing since 2013 and is seeking a Co-Editor-in-Chief to join its editorial team for a renewable term: https://jdmdh.episciences.org/. JDMDH is an open-access diamond journal, with no publication fees for authors or readers. The role will involve overseeing peer review and, importantly, contributing to the evolution and future development of the journal, including its editorial scope, visibility, international reach, and connections with emerging research in AI, data mining, and digital humanities. Self-nominations are warmly encouraged. Time commitment: approximately 5–10 hours per month. Please contact us at jdmdh(a)episciences.org if you are interested.

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DGfS-CL Poster session 2027
by Hautli-Janisz, Annette 24 Aug '26

24 Aug '26

CALL FOR ABSTRACTS DGfS 2027 Computational Linguistics Poster Session We invite the submission of abstracts for the Computational Linguistics poster session of the 49th annual meeting of the German Linguistic Society (DGfS), hosted by the University of Jena. We invite submissions from all areas of computational linguistics, ranging from models of language across all linguistic areas to corpus lingusitics, multimodal approaches and studies on LLM capability assessment. We especially encourage students and junior researchers to participate. The poster session is organized by the Special Interest Group on Computational Linguistics of the DGfS (dgfs.de/cl). Conference webpage: https://www.gw.uni-jena.de/en/101200/dgfs-2027 DATES - Abstract submission due: September 30, 2026 - Notification of acceptance: October 12, 2026 - Conference dates: March 3-5, 2027 SUBMISSION Anonymous one-page abstract (A4) in PDF format (12pt). Submissions can be in English or German. Please submit your abstract via OpenReview: https://openreview.net/group?id=DGfS.de/2027/Conference_Poster_Session (Please note that authors without an OpenReview profile need to register two weeks in advance.) _______________________________________________________________ Annette Hautli-Janisz, Prof. Dr. Computational Rhetoric and Natural Language Processing Faculty of Computer Science and Mathematics University of Passau https://www.fim.uni-passau.de/en/cornlp/ "Worlds in which the normal course of events is realized are a complete bore, there are no adventures or surprises." (Angelika Kratzer, 1981, 'The Notional Category of Modality', p. 47) _______________________________________________________________

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Postdoc and doctoral student positions at ELLIS Institute Finland
by Tiedemann, Jörg 23 Aug '26

23 Aug '26

The ELLIS Institute Finland, a rapidly expanding research hub in AI and machine learning, invites applications for postdoc and doctoral student positions. Deadline: September 21, 2026 More information: https://www.ellisinstitute.fi/postdoc-and-phd-recruit-autumn-2026 Key information about the positions: * Positions are based within ELLIS Institute Finland and the wider ELLIS community in Finland. * All positions are fully funded and the salaries are based on the Finnish universities’ pay scale. * Postdoc positions are typically offered for up to three years and doctoral student positions for four years. * Starting dates are flexible and the details of each position will be agreed individually. ***************************************************************** Jörg Tiedemann Language Technology https://blogs.helsinki.fi/language-technology/ University of Helsinki

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Reading with NARNiHS (historical sociolinguistics reading group) -- Session #5
by Lauersdorf, Mark R. 22 Aug '26

22 Aug '26

*** Reading with NARNiHS *** [reading group of the North American Research Network in Historical Sociolinguistics] ==> https://narnihs.org/?page_id=3288 Join our online reading group to discuss hot-off-the-press publications in historical sociolinguistics with the authors! The fifth session of "Reading with NARNiHS" is taking place on Thursday, 24 September 2026, at 10:00 am US Eastern time / 4:00 pm European Central time and features Sandrine Tailleur with her recent historical morpho-syntactic work emphasizing the use of multiple types of data (including historical corpora) to get a fuller picture in the investigation of the complex course of language change. Reading with NARNiHS is a vibrant venue for engagement with cutting-edge work in historical sociolinguistics, accessible to researchers at all levels. Reading with NARNiHS combines aspects of "meet the author" + "author interview" + "authors read their works" + "classic reading group discussion" as we interact together with new scholarship and its authors. Anna Havinga will be our moderator, and there will be plenty of time for your questions. So, please come along for an enriching one-hour exchange about the most current topics in historical sociolinguistics! To receive the Zoom link and the article we're going to discuss on 24 September, please sign up via the following form by Monday, 21 September 2026 (it takes less than a minute): https://docs.google.com/forms/d/e/1FAIpQLSeKs-ZDztlFQloZ1AUX8kSyb8dXlhJziCB… We are looking forward to seeing many of you on Thursday, 24 September 2026, for Reading with NARNiHS! The NARNiHS Steering Group

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IMPACT-SPEECH@EMNLP’26 ARR Commitment and Extended Abstract
by Monorama Swain 22 Aug '26

22 Aug '26

Dear Colleagues, The last chance to submit and present your work at the IMPACT-SPEECH Workshop. You can commit your reviews from the ARR May cycle or extended abstracts until 31st August. We welcome both archival and non-archival submissions. You can showcase an EMNLP-accepted paper or submit high-quality work that could not make it. Have a working paper? We also invite non-archival extended abstracts to receive early feedback from the community. Submission Details @ https://impactspeech.github.io/#submission [https://impactspeech.github.io/#submission] Looking forward to your submissions! On behalf of the IMPACT-SPEECH Organizers

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INLG 2026 - Final call for non-archival papers
by Emiel van Miltenburg 22 Aug '26

22 Aug '26

Dear Corpora List members, Please note that the Non-archival submission deadline for INLG is almost there: August 22, 2026. See our website<https://2026.inlgmeeting.org/> for more information. For this track, we welcome two kinds of submissions: 1. Papers published elsewhere. These may be published either in a journal or at another conference and should be relevant to the INLG audience. 2. Work in progress. These may be papers about completed work that has not yet been published or preliminary results that merit discussion at the conference. Submissions should consist of a title and a short abstract (max. 300 words). Submissions for the non-archival track will undergo a light review process (assessing the relevance of the submission for INLG), and accepted works will be presented as posters. Please note that papers that were rejected for the archival track are also welcome to be re-submitted to the non-archival track. Best wishes, Emiel van Miltenburg Tilburg University Department of Communication and Cognition (DCC) Tilburg Center for Cognition and Communication (TiCC) Work schedule: Monday, Wednesday, Thursday, Friday. www.emielvanmiltenburg.nl | Github: https://github.com/evanmiltenburg

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Call for Main Conference Papers] NAACL 2027 — ARR deadline October 12 AoE
by ACL Announcements 21 Aug '26

21 Aug '26

Call for Main Conference Papers NAACL 2027: The 2027 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics June 1-5, 2027 San Francisco, California, USA ARR submission deadline: October 12, 2026 NAACL commitment deadline: December 23, 2026 Full call: https://2027.naacl.org/calls/main_conference_papers/ [1] NAACL 2027 invites long and short paper submissions featuring substantial, original, and unpublished research in all aspects of computational linguistics and natural language processing. Submissions should make a clear and substantive contribution to NLP. Contributions may be methodological, empirical, theoretical, linguistic, resource-oriented, or focused on evaluation methods and reproducibility. Surveys and position papers are welcome when they offer a substantial original synthesis, perspective, insight, or argument. Submission process NAACL 2027 will use ACL Rolling Review (ARR). Authors first submit papers to ARR, where the papers receive reviews and meta-reviews. Authors may then commit reviewed papers to NAACL 2027, where the conference makes the final acceptance decisions. NAACL 2027 and COLING 2027 share the October 2026 ARR submission cycle. Submissions remain conference-agnostic until meta-reviews are released. At commitment, authors must designate either NAACL or COLING as the primary conference. Each paper may be committed to only one primary venue, and the designated primary conference cannot be changed after commitment. Authors may also indicate that they would like their paper to be considered by the other conference if it is not accepted by their primary conference. Such secondary consideration is not guaranteed. Important dates * ARR submission deadline for long and short papers: October 12, 2026 * Reviewer registration deadline for all authors: October 12, 2026 * Meta-reviews released: December 18, 2026 * NAACL commitment deadline: December 23, 2026 * Notification of acceptance: February 10, 2027 * Camera-ready deadline: To be determined * Conference: June 1-5, 2027 All deadlines are 11:59 p.m. UTC-12 ("anywhere on Earth"). Full call and submission information: https://2027.naacl.org/calls/main_conference_papers/ [1] Questions about paper submission and the review process: editors(a)aclrollingreview.org Questions about commitment and post-review matters: naacl2027-pcs(a)googlegroups.com Links: ------ [1] https://2027.naacl.org/calls/main_conference_papers/

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