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CALL FOR NTCIR-19 TASK PROPOSALS (Task Proposals Due: March 31st, 2025)
by CHUNG-CHI CHEN 06 Mar '25

06 Mar '25

Dear colleagues, (Apologize if you received multiple emails from different mailing lists) We are delighted to announce the call for task proposals for NTCIR-19. NTCIR (NII Testbeds and Community for Information Access Research) is a series of evaluation conferences that mainly focus on information access with East Asian languages and English. The first NTCIR conference (NTCIR-1) took place in August/September 1999, and the latest NTCIR-18 conference will be held on June 10-13, 2025. Research teams from all over the world participate in one or more NTCIR tasks to advance the state of the art and to learn from one another's experiences. It is time to call for task proposals for the next NTCIR (NTCIR-19), which will start in September 2025 and conclude in December 2026. Task proposals will be reviewed by the NTCIR Program Committee, and organizers of accepted tasks will have a chance to present their proposed tasks at the NTCIR-18 Conference held in NII, Tokyo, Japan, from June 10-13, 2025. * IMPORTANT DATES: *March 31, 2025: Task Proposal Submission Due (Anywhere on Earth)*May 15, 2025: Acceptance Notification of Task Proposals June 10-13, 2025: NTCIR-18 Conference (Organizers of accepted tasks have a chance to present their proposed tasks) * SUBMISSION LINK: *https://easychair.org/conferences/?conf=ntcir19proposal <https://easychair.org/conferences/?conf=ntcir19proposal>* * NTCIR-19 TENTATIVE SCHEDULE: January 2026: Dataset release* January-June 2026: Dry run* March-July 2026: Formal run* August 1, 2026: Evaluation results return August 1, 2026: Task overview release (draft) September 1, 2026: Submission due of participant papers (draft) November 1, 2026: Camera-ready participant paper due December 2026: NTCIR-19 Conference at NII, Tokyo, Japan (* indicates that the schedule can be different for different tasks) * WHO SHOULD SUBMIT NTCIR-19 TASK PROPOSALS? We invite new task proposals within the expansive field of information access. Organizing an evaluation task entails pinpointing significant research challenges, strategically addressing them through collaboration with fellow researchers (including co-organizers and participants), developing the requisite evaluation framework to propel advancements in the state of the art, and generating a meaningful impact on both the research community and future developments. Prospective applicants are urged to underscore the real-world applicability of their proposed tasks by utilizing authentic data, focusing on practical tasks, and solving tangible problems. Additionally, they should confront challenges in evaluating information access technology, such as the extensive number of assessments needed for evaluation, ensuring privacy while using proprietary data, and conducting live tests with actual users. In the era of large language models (LLMs), these models are anticipated to significantly influence daily human activities. Nonetheless, the content produced by LLMs often exhibits issues, such as hallucinations. NTCIR-19 encourages tasks that focus on the evaluation of the quality of content generated by LLMs continued from NTCIR-18 as well as information access exploiting LLMs, including generative information retrieval (IR), IR using generative queries, conversational search using generated utterances, evaluation using LLM (relevance judgements or language annotation using LLM), and RAG. * PROPOSAL TYPES: We will accept two types of task proposals: - Proposal of a Core task: This is for fostering research on a particular information access problem by providing researchers with a common ground for evaluation. New test collections and evaluation methods may be developed through the collaboration between task organizers (proposers) and task participants. At NTCIR-18, the core tasks are AEOLLM, FairWeb-2, FinArg-2, Lifelog-6, MedNLP-CHAT, RadNLP, and Transfer-2. Details can be found at http://research.nii.ac.jp/ntcir/NTCIR-18/tasks.html. - Proposal of a Pilot task: This is recommended for organizers who propose to focus on a novel information access problem, and there are uncertainties either in task design or organization. It may focus on a sub-problem of an information access problem and attract a smaller group of participating teams than core tasks. However, it may grow into a core challenging task in the next round of NTCIR. At NTCIR-18, the pilot tasks are HIDDEN-RAD, SUSHI, and U4. Details can be found at http://research.nii.ac.jp/ntcir/NTCIR-18/tasks.html. Organizers are expected to run their tasks mainly with their own funding and to make the task as self-sustaining as possible. A part of the fund can be supported by NTCIR, which is called "seed funding." It is usually used for some limited purposes such as hiring relevance assessors. The seed funding allocated to each task varies depending on requirements and the number of accepted tasks. Typical cases would be around 1M JPY for a core task and around 0.5M JPY for a pilot task (note that the amount is subject to change). Please submit your task proposal as a PDF file via EasyChair by March 31, 2025 (Anywhere on Earth). https://easychair.org/conferences/?conf=ntcir19proposal * TASK PROPOSAL FORMAT: The proposal should not exceed four pages in A4 single-column format. The first three pages should contain the main part and appendix, and the last page should contain only a description of the data to be used in the task. Please describe the data in as much detail as possible so that we can help your data release process after the proposal is accepted. In the past NTCIRs, it took much time to create memorandums for data release, which sometimes slowed down the task organization. Main part - Task name and short name - Task type (core or pilot) - Abstract - Motivation - Methodology - Expected results Appendix - Names and contact information of the organizers - Prospective participants - Data to be used and/or constructed - Budget planning - Schedule - Other notes Data (to be used in your task) - Details (Please describe the details of the data, which should include the source of the data, methods to collect the data, range of the data, etc.) - License (Please make sure that you have a license to distribute the data, and details of the license should be provided. If you do not have permission to release the data yet, please describe your plan to get the permission.) - Distribution (Please describe how you plan to distribute the data to participants. There are mainly three choices: distributed by the data provider, distributed by organizers, and distributed by NII.) - Legal / Ethical issues (If the data can cause legal or ethical problems, please describe how you propose to address them. e.g., some medical data may need approval from an ethical committee. e.g., some Web data may need filtering for excluding discriminative messages.) If you want NII to distribute your data to task participants on your behalf, please email ntc-admin(a)nii.ac.jp before your task proposal submission attaching the task proposal. * REVIEW CRITERIA: - Importance of the task to the information access community and the society - Timeliness of the task - Organizers’ commitment in ensuring a successful task - Financial sustainability (self-sustainable tasks are encouraged) - Soundness of the evaluation methodology - Detailed description about the data to be used - Language scope * NTCIR-19 PROGRAM CO-CHAIRS: Qingyao Ai (Tsinghua University, China) Chung-Chi Chen (National Institute of Advanced Industrial Science and Technology (AIST), Japan) Shoko Wakamiya (Nara Institute of Science and Technology (NAIST), Japan) * NTCIR-19 GENERAL CHAIRS: Charles Clarke (University of Waterloo, Canada) Noriko Kando (National Institute of Informatics, Japan) Makoto P. Kato (University of Tsukuba, Japan) Yiqun Liu (Tsinghua University, China)

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Call for Papers: TiiS Special Issue on Systematizing Knowledge in Interactive Intelligent Technologies
by Karimi, Sarvnaz (Data61, Marsfield) 06 Mar '25

06 Mar '25

ACM Digital Library<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x332a2ax073378> [journal banner]<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x33ae5dx073378> CALL FOR PAPERS ACM Transactions on Interactive Intelligent Systems Special Issue on Systematizing Knowledge in Interactive Intelligent Technologies Guest Editors Baki Kocaballi<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x343604x073378>, University of Technology Sydney Sarvnaz Karimi<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x343605x073378>, CSIRO Yashar Deldjoo<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x343606x073378>, Polytechnic University of Bari Shlomo Berkovsky<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x343607x073378>, Macquarie University [journal cover image]This Special Issue of ACM TiiS on Systematizing Knowledge in Interactive Intelligent Technologies invites original surveys that review and analyze research topics covered by the journal. By systematically reviewing and synthesizing the latest research, these surveys will allow researchers and practitioners to understand the field, identify emerging trends, and recognize opportunities for cross-disciplinary integration. Surveys that assess specific aspects of interactive systems, and address the design and effectiveness of different approaches are encouraged. Click here for the full Call for Papers and submission instructions.<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x343608x073378> Important Dates April 1, 2025: Mandatory expression of Interest to guest editors July 1, 2025: Original manuscript submission August 15, 2025: First round notification sent out October 15, 2025: Revised manuscript submission 2026: Final decisions and special issue publication For questions and further information, please write to: tiis-guest-editors-sysknow(a)acm.org<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x343609x073378>. Sign up for TiiS TOC alerts.<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x34360ax073378> https://tiis.acm.org<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x342cf3x073378> Become an ACM Certified Reviewer.<https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31852_0x3435cbx073378> ________________________________ You are subscribed with: shlomo.berkovsky(a)mq.edu.au<mailto:shlomo.berkovsky@mq.edu.au> Unsubscribe<https://optout.acm.org/unsubscribe.cfm?re=shlomo.berkovsky@mq.edu.au&rl=CFP> The call-for-papers(a)hq.acm.org<mailto:call-for-papers@hq.acm.org> email address is not monitored. Please do not reply to it directly. Association for Computing Machinery 1601 Broadway, 10th Floor, New York, NY 10019 [http://www.acm.org/binaries/content/gallery/acm/logos/acm-logo.jpg] Connect with us: [to view image click on]<https://twitter.com/acmdl> [to view image click on]<https://www.linkedin.com/showcase/acmdl/> [to view image click on]<https://www.acm.org/binaries/content/gallery/images-mail/wechat-qr-code.png>

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CfP 5th SDP at ACL 2025 deadline extended to March 15th
by Tirthankar Ghosal 05 Mar '25

05 Mar '25

Dear colleagues, We have extended the deadline for submission to *March 15th *for the 5th Scholarly Document Processing Workshop (Hybrid) in ACL 2025 at Vienna, Austria. https://x.com/sdpworkshop/status/1897364088050864472 https://sdproc.org/2025/ Kind regards, Tirthankar -- +++++++++++++++++++++++++++++++++++ *Tirthankar Ghosal* 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 & Adjunct Faculty (NLP/AI) <https://bredesencenter.utk.edu/faculty/tirthankar-ghosal/> University of Tennessee Knoxville United States ++++++++++++++++++++++++++++++++++++

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Call for Participation: Scientific Visual Question Answering Shared Task (SciVQA)
by Georg Rehm 05 Mar '25

05 Mar '25

SciVQA: Scientific Visual Question Answering Shared Task Hosted as part of the SDP 2025 Workshop July 31 or August 1st, 2025 (tbc) Vienna, Austria (co-located with ACL 2025) SciVQA Shared Task: https://sdproc.org/2025/scivqa.html SDP 2025 Workshop: https://sdproc.org/2025/index.html Task Overview Scholarly articles convey valuable information not only through unstructured text but also via (semi-)structured figures such as charts and diagrams. Automatically interpreting the semantics of knowledge encoded in these figures can be beneficial for downstream tasks such as question answering (QA). In the SciVQA challenge, participants will develop multimodal QA systems using a dataset of scientific figures from ACL Anthology and arXiv papers. Each figure image is annotated with seven QA pairs and includes metadata such as caption, figure ID, figure type (e.g., compound, line graph, bar chart, scatter plot, etc.), QA pair type. This shared task specifically focuses on closed-ended visual (i.e., addressing visual attributes of a figure such as colour, shape, size, height, etc.) and non-visual (not addressing figure visual attributes) questions. Evaluation Systems will be evaluated using metrics such as BLEU, METEOR, and ROUGE. Automated evaluations of submitted systems will be done through the Codabench platform (link will be provided soon on the webpage). Important Dates Release of training data: April 1, 2025 Release of testing data: April 15, 2025 Deadline for system submissions: May 16, 2025 Paper submission deadline: May 23, 2025 Notification of acceptance: June 13, 2025 Camera-ready paper due: June 20, 2025 Workshop: July 31, 2025 or August 1, 2025 (TBA) Participants are also invited to submit papers on their systems. Successful submissions will be published in the proceedings of the SDP 2025 workshop. Organizers Ekaterina Borisova (DFKI, Berlin, Germany) Georg Rehm (DFKI, Berlin, Germany)

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Call for Participation: Shared Task on Scientific Fact-Checking of Social Media Claims on Climate Change (ClimateCheck)
by Georg Rehm 05 Mar '25

05 Mar '25

ClimateCheck: Shared Task on Scientific Fact-Checking of Social Media Claims on Climate Change Hosted as part of the SDP 2025 Workshop July 31 or August 1st, 2025 (tbc) Vienna, Austria (co-located with ACL 2025) ClimateCheck Shared Task: https://sdproc.org/2025/climatecheck.html SDP 2025 Workshop: https://sdproc.org/2025/index.html Task Overview Social media facilitates discussions on critical issues such as climate change, but it also contributes to the rapid dissemination of misinformation, which complicates efforts to maintain an informed public and create evidence-based policies. In this shared task, we emphasise the need to link public discourse to peer-reviewed scholarly articles by gathering claims from social media about climate change (both real-life and automatically generated ones) as well as a corpus of about 400K abstracts of publications from the climate sciences domains. The participants will be asked to retrieve relevant abstracts for each claim (subtask I) and classify the relation between the claim and abstract as ‘supports’, ‘refutes’, or ‘not enough information’ (subtask II). The task will be hosted on Codabench (link will be provided soon on the webpage). Participants are allowed to take part either in subtask I only, or in both subtasks. Subtask I: Abstracts Retrieval Task: given a claim from social media about climate change and a corpus of abstracts, retrieve the top K most relevant abstracts. Evaluation: MAP and B-Pref accounting for retrieving relevant abstracts and not penalising unjudged documents. Subtask II: Claim Verification Task: given the claim-abstract pairs received from the previous subtask, classify their relation as ‘support’, ‘refutes’, or ‘not enough information’. Evaluation: F1 score based on judged documents from gold data; unjudged documents will not be included in computing the score. Important dates Release of training data: April 1, 2025 Release of testing data: April 15, 2025 Deadline for system submissions: May 16, 2025 Paper submission deadline: May 23, 2025 Notification of acceptance: June 13, 2025 Camera-ready paper due: June 20, 2025 Workshop: July 31, 2025 or August 1, 2025 (TBA) We encourage and invite participation from junior researchers and students from diverse backgrounds. Participants are also encouraged to submit a paper describing their systems to the SDP 2025 workshop. Organisers Raia Abu Ahmad (DFKI, Berlin, Germany) Aida Usmanova (Leuphana University, Lüneburg, Germany) Georg Rehm (DFKI, Berlin, Germany)

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Annual Workshop in Experimental Methods in Language (acquisition) Research (EMLaR) XXI
by laiacolina＠gmail.com 05 Mar '25

05 Mar '25

*** REGISTER NOW: Hybrid conference on Experimental Methods in Language (acquisition) Research (EMLaR), April 15-17, 2025 - Utrecht University (The Netherlands) *** The Institute for Language Sciences (ILS) of Utrecht University is pleased to announce the 21st edition of EMLaR. This three-day conference will take place from April 15th – 17th 2025 (Tuesday to Thursday) in hybrid format. The physical location is Utrecht University, in the city center of Utrecht, The Netherlands. EMLaR aims at training PhD students and advanced MA students in experimental methods of language (acquisition) research. Experts in various domains of linguistic research will give lectures and hands-on tutorials, and speakers will give method-oriented talks during plenary sessions. We also provide the opportunity to present your (ongoing) research at the poster session. **Program** Keynote speaker: • Sonja Kotz (Maastricht University) Invited speakers: • Bram van Dijk (Leiden University Medical Center, Leiden Institute of Advanced Computer Science) • Michael Franke (University of Tübingen) • Mieke Slim (Max Planck Institute for Psycholinguistics) • Roberta D’Alessandro (Utrecht University) • Rowena Garcia (Leibniz-Centre General Linguistics, University of the Philippines) Tutorials: • Automatic Speech Recognition • Bayesian Hypothesis Evaluation Using JASP and R • Coloring Book – a tool for testing language comprehension with young children • Computational Methods • Event-related Brain Potentials (Introduction) • Event-related Brain Potentials (Advanced*) • Ethics and Privacy • Eye-tracking • Online experiments for language scientists • Open (your) Science Using the Statistical Package JASP • PRAAT • Probabilistic Pragmatics • Research with infants: Tips and tricks • Statistics with R (Introduction) • Statistics with R (Advanced*) • Visual World Paradigm For registration and more details, please visit our website: https://emlar.wp.hum.uu.nl/. If you have any questions, please send an email to EMLAR2025(a)uu.nl. We hope to see you there! Kind regards, EMLaR 2025 organization

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Call for Participation: Shared Task on Field of Research Classification of Scholarly Publications (FoRC 2025)
by Georg Rehm 05 Mar '25

05 Mar '25

FoRC 2025: Shared Task on Field of Research Classification of Scholarly Publications Hosted as part of the NSLP 2025 Workshop 1 or 2 June 2024 (tbc) Portoroz, Slovenia (co-located with ESWC 2025) FoRC Shared Task: https://nfdi4ds.github.io/nslp2025/docs/forc_shared_task.html NSLP 2025 Workshop: https://nfdi4ds.github.io/nslp2025/ A core application of Natural Scientific Language Processing (NSLP) is classifying scientific articles for their respective field of research (FoR). The 2025 iteration of the FoRC shared task builds on the data developed for Subtask II of FoRC in 2024 <https://nfdi4ds.github.io/nslp2024/docs/forc_shared_task.html>, adding to it a weakly supervised dataset of over 40K ACL publications. Participants are asked to design classification systems based on FoRC4CL, a corpus of 1500 English scholarly articles in Computational Linguistics (CL), collected from the ACL Anthology (CC BY 4.0) and manually annotated according to a novel hierarchical taxonomy, Taxonomy4CL, which consists of 170 core CL (sub-)topics. In addition, over 40K weakly supervised publications are provided to supplement the corpus and potentially increase model capabilities. Metadata fields include ACL Anthology ID, title, abstract, author(s), URL to the full text, publisher, publication year and month, proceedings title, DOI, venue, and the full text of the respective article. Task Overview Given an article from the ACL Anthology and a taxonomy of NLP/CL sub-topics (Taxonomy4CL), predict the entities from the taxonomy that correspond to the main contributions of the article. As a highly unbalanced, multi-label, hierarchical classification problem, this task will be evaluated by computing micro, macro and weighted precison, recall, and F1-score. Codabench page for participation: https://www.codabench.org/competitions/5779 Important dates Training and testing data release: February 18, 2025 System submissions deadline: March 25, 2025 Paper submissions: March 27, 2025 Notification of acceptance: April 10, 2025 Camera-ready submission: April 17, 2025 We encourage and invite participation from junior researchers and students from diverse backgrounds. Participants are also encouraged to submit a paper describing their systems to the NSLP 2025 workshop. Organisers Maria Francis (DFKI, Berlin, Germany & University of Trento, Italy) Raia Abu Ahmad (DFKI, Berlin, Germany) Ekaterina Borisova (DFKI, Berlin, Germany) Georg Rehm (DFKI, Berlin, Germany)

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SemEval-2026: Call for Task Proposals
by Semeval Organizers 05 Mar '25

05 Mar '25

SemEval-2026: Call for Task Proposals URL: https://semeval.github.io/SemEval2026/cft # Call for Task Proposals We invite proposals for tasks to be run as part of SemEval-2026. SemEval (the International Workshop on Semantic Evaluation) is an ongoing series of evaluations of computational semantics systems, organized under the umbrella of SIGLEX, the Special Interest Group on the Lexicon of the Association for Computational Linguistics. SemEval tasks explore the nature of meaning in natural languages: how to characterize meaning and how to compute it. This is achieved in practical terms, using shared datasets and standardized evaluation metrics to quantify the strengths and weaknesses and possible solutions. SemEval tasks encompass a broad range of semantic topics from the lexical level to the discourse level, including word sense identification, semantic parsing, coreference resolution, and sentiment analysis, among others. For SemEval-2026, we welcome tasks that can test an automatic system for semantic analysis of text (e.g., intrinsic semantic evaluation, or an application-oriented evaluation). We especially encourage tasks for languages other than English, cross-lingual tasks, and tasks that develop novel applications of computational semantics. See the websites of previous editions of SemEval to get an idea about the range of tasks explored, e.g. SemEval-2020 (http://alt.qcri.org/semeval2020/) and SemEval-2021/2025 ( https://semeval.github.io). We strongly encourage proposals based on pilot studies that have already generated initial data, evaluation measures and baselines. In this way, we can avoid unforeseen challenges down the road that may delay the task. We suggest providing a reasonable baseline (e.g., providing a BERT baseline for a classification task) apart from majority vote / random guess. In case you are not sure whether a task is suitable for SemEval, please feel free to get in touch with the SemEval organizers at semevalorganizers(a)gmail.com to discuss your idea. ## Task Selection Task proposals will be reviewed by experts, and reviews will serve as the basis for acceptance decisions. Everything else being equal, more innovative new tasks will be given preference over task reruns. Task proposals will be evaluated on: - Novelty: Is the task on a compelling new problem that has not been explored much in the community? Is the task a rerun, but covering substantially new ground (new subtasks, new types of data, new languages, etc. - one addition is not sufficient)? - Interest: Is the proposed task likely to attract a sufficient number of participants? - Data: Are the plans for collecting data convincing? Will the resulting data be of high quality? Will annotations have meaningfully high inter-annotator agreements? Have all appropriate licenses for use and re-use of the data after the evaluation been secured? Have all international privacy concerns been addressed? Will the data annotation be ready on time? - Evaluation: Is the methodology for evaluation sound? Is the necessary infrastructure available or can it be built in time for the shared task? Will research inspired by this task be able to evaluate in the same manner and on the same data after the initial task? Is the task significantly challenging (e.g. room for improvement over the baselines)? - Impact: What is the expected impact of the data in this task on future research beyond the SemEval Workshop? - Ethical – The data must be compliant with privacy policies. e.g. a) avoid personally identifiable information (PII). Tasks aimed at identifying specific people will not be accepted, b) avoid medical decision making (compliance with HIPAA, do not try to replace medical professionals, especially if it has anything to do with mental health) c) these are representative and not exhaustive ## Submission Details The task proposal should be a self-contained document of no longer than 3 pages (plus additional pages for references). Please see website for further information. ## Important dates - Task proposals due 31 March 2025 (Anywhere on Earth) - Task selection notification 19 May 2025 ## Preliminary timetable - Sample data ready 15 July 2025 - Training data ready 1 September 2025 - Evaluation data ready 1 December 2025 (internal deadline; not for public release) - Evaluation start 10 January 2026 - Evaluation end by 31 January 2026 (latest date; task organizers may choose an earlier date) - Paper submission due February 2026 - Notification to authors March 2026 - Camera ready due April 2026 - SemEval workshop Summer 2026 (co-located with a major NLP conference) Tasks that fail to keep up with crucial deadlines (such as the dates for having the task and CodaLab website up and dates for uploading sample, training, and evaluation data) may be cancelled at the discretion of SemEval organizers. While consideration will be given to extenuating circumstances, our goal is to provide sufficient time for the participants to develop strong and well-thought-out systems. Cancelled tasks will be encouraged to submit proposals for the subsequent year’s SemEval. To reduce the risk of tasks failing to meet the deadlines, we are unlikely to accept multiple tasks with overlap in the task organizers. ## Chairs - Sara Rosenthal, IBM Research AI - Aiala Rosá, Universidad de la República, Uruguay - Marcos Zampieri, George Mason University, USA - Debanjan Ghosh, Educational Testing Service,

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IndiREAD Workshop – 1st Call for Papers
by Iza Skrjanec 04 Mar '25

04 Mar '25

IndiREAD Workshop 2025: 1st Call for Papers Saarbrücken, Germany, November 26-27, 2025 IndiREAD is a workshop jointly organized by the ERC Project "Individualized Interaction in Discourse" IDDISC [1] and the MultiplEYE COST [2] action "Enabling multilingual eye-tracking data collection for human and machine language processing research". While experimental research in reading has a long tradition in identifying key factors that influence reading patterns--including text properties such as font difficulty, word and structure frequency, word predictability, and dependency length--recent studies have emphasized the importance of individual variability in reading behaviour (e.g., Haeuser & Kray, 2024; Kuperman et al., 2018; Nicenboim et al., 2016; Staub, 2021). This work has linked individual variability in reading patterns to differences in working memory capacity, reading skills, linguistic experience, and domain expertise among readers. This informs our understanding of how text characteristics and individual reader attributes interact to shape eye movements during reading. IndiREAD aims to bring together researchers interested in investigating individual differences in reading using both experimental and computational approaches. This workshop will focus on methods such as eye-tracking, self-paced reading, and the Maze task, with particular interest in how reading behaviour is correlated with individual differences. We also encourage submissions of computational models for eye movements or reading behavior that shed light on the mechanisms behind these differences. The goal is to foster collaboration between experimental and computational researchers to better understand individual variability among readers. We especially welcome submissions of reading time experiments and modelling of languages beyond English. The IndiREAD Workshop invites submissions of abstracts addressing the following questions:  * How do individual differences impact the way people read? * How do reading patterns vary across different languages, particularly in bilinguals? * How do reading patterns change across the lifespan? * Which individual difference measures are most suitable for capturing variability in reading patterns? * How can we evaluate psycholinguistic theories of reading and sentence processing across languages? * How can computational models account for individual differences in reading? * How does text adaptation influence reading patterns and comprehension among different individuals? * What statistical methods are best suited for reliably identifying latent groups and relating individual differences to reading performance? Workshop dates: November 26-27, 2025 Workshop format: The workshop will be held in-person in Saarbrücken, Germany. It will feature presentations from invited speakers, as well as contributions based on workshop submissions. The format of the presentations (oral or poster) will be determined based on the number of submissions we receive. Submission deadline: July 23, 2025. We invite 1000-word abstracts from interested presenters. Information about submission and formatting will be available on our website soon. Conference website: https://www.uni-saarland.de/indiread [3] Contact email: indiread(a)lst.uni-saarland.de Travel grants: This workshop is sponsored by the MultiplEYE COST Action, which will provide financial support to cover travel expenses for a limited number of participants. Authors will be invited to apply for travel funding upon abstract acceptance. Funding may be partial, and priority will be given to junior researchers. Best, Iza Škrjanec IndiREAD Organizing Committee Links: ------ [1] https://www.uni-saarland.de/lehrstuhl/demberg/individualized-interaction-in… [2] https://multipleye.eu/ [3] https://www.uni-saarland.de/indiread

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CFP: The 26th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2025)
by vladana.perlic＠telecom-paris.fr 04 Mar '25

04 Mar '25

CALL FOR PAPERS The 26th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2025) Conference: 15th - 21st December 2025 Modena, Italy Conference website: https://conferences-website.github.io/prima2025 ------------------------------------------------------------------------------------------------------------------- IMPORTANT DATES Abstract Submission Deadline: 15 July (AoE, UTC-12) Paper Submission Deadline: 22 July (AoE, UTC-12) Paper Notification: 29 September 2025 (AoE, UTC-12) Camera Ready Submission: 13 October 2025 (AoE, UTC-12) ------------------------------------------------------------------------------------------------------------------- We invite you to submit your best work on agents and multi-agent systems to PRIMA 2025, the 26th International Conference on Principles and Practice of Multi-Agent Systems, to be held in Modena (Italy) in December 2025. Papers will be submitted through CMT at the link: https://cmt3.research.microsoft.com/PRIMA2025/Submission/Index ------------------------------------------------------------------------------------------------------------------- Scope and Background Software systems are rapidly becoming more intelligent in the functionality they offer to users. They are also becoming more decentralized, with components that act autonomously and must communicate among themselves or with human users to achieve their goals. Examples of such systems include those in healthcare, disaster management, e-business, and smart grids. A multi-agent perspective is crucial to the proper conceptualization, deployment, and governance of these systems. Rooted in solid computational and software engineering foundations, this perspective offers abstractions such as intelligent agents, protocols, norms, organizations, trust and incentives, among others. As a large, but still growing research field of artificial intelligence, multi-agent systems today remain a unique enabler of interdisciplinary research. ------------------------------------------------------------------------------------------------------------------- Areas of Interest The conference areas of interest include, but are not limited to: ● Logic and Reasoning ○ Logics of Agency ○ Logics of Multi-Agent Systems ○ Logics of Belief and Knowledge ○ Norms, Obligations, Deontic Logic ○ Argumentation ○ Logics and Game Theory ○ Uncertainty in Agent Systems ● Agent and Multi-Agent Learning ○ Reinforcement Learning ○ Evolutionary approaches ○ Machine Learning Problems in Multi-Agent Systems ○ Agents Embodied with Large Language Models ● Engineering Multi-Agent Systems ○ Agent-Oriented Software Engineering ○ Interaction Protocols ○ Formal Specification and Verification ○ Agent Programming Languages ○ Middleware and Platforms ○ Testing, Debugging, and Evolution ○ Deployed System Case Studies ● Agent-Based Modeling and Simulation ○ Simulation Languages and Platforms ○ Artificial Societies ○ Virtual Environments ○ Emergent Behavior ○ Modeling System Dynamics ○ Application Case Studies ● Collaboration & Coordination ○ Multi-Agent Planning ○ Distributed Problem Solving and Optimization ○ Teamwork ○ Coalition Formation ○ Negotiation ○ Trust and Reputation ○ Commitments ○ Institutions and Organizations ○ Normative Systems ● Algorithmic Game Theory ○ Auctions and Mechanism Design ○ Bargaining and Negotiation ○ Behavioral Game Theory ○ Cooperative Games: Theory, Analysis, Computation ○ Game Theory for Practical Applications ○ Noncooperative Games: Theory, Analysis, Computation ● Computational Social Choice ○ Voting ○ Fair Division and Resource Allocation ○ Matching under Preferences ○ Coalition Formation Games ○ Aggregation of Beliefs, Opinions, Judgments ○ Ethics and Computational Social Choice ○ Participatory Budgeting ○ Facility Location ○ Communication Issues in Social Choice, Distortion ○ Behavioral Social Choice ● Human-Agent Interaction ○ Adaptive Personal Assistants ○ Embodied Conversational Agents ○ Virtual Characters ○ Multimodal User Interfaces ○ Mobile Agents ○ Human-Robot Interaction ○ Affective Computing ● Decentralized Paradigms ○ Cloud Computing ○ Service-Oriented Computing ○ Data spaces ○ Big data ○ Cybersecurity ○ Robotics and Multirobot Systems ○ Ubiquitous Computing ○ Social Computing ○ Internet of Things ○ Edge Computing ○ Blockchain ● Ethics and Social Issues ○ Explainable Artificial Intelligence ○ Ethics of AI Systems ○ Multi-Agent Systems for Social Good ● Application Domains for Multi-Agent Systems ○ Healthcare, Pandemics Management ○ Autonomous Systems ○ Transport and Logistics ○ Emergency and Disaster Management ○ Energy and Utilities Management ○ Sustainability and Resource Management ○ Games and Entertainment ○ e-Business, e-Government, and e-Learning ○ Smart Cities ○ Financial markets ○ Legal applications ○ Crowdsourcing ------------------------------------------------------------------------------------------------------------------- Information for Authors PRIMA 2025 invites submissions of original, unpublished work strongly relevant to multi-agent systems. Apart from theoretical work, we encourage the submission of reports on the development of applications or prototypes of deployed agent systems, and of experiments that demonstrate novel agent system capabilities. In addition to this, we also encourage the submission of position papers that are of relevance to the multi-agent community. All submitted papers must be in a form suitable for double-blind review. Specifically, in order to make blind reviewing possible, authors must omit their names and affiliations from the paper. Also, while the references should include all published literature relevant to the paper, including previous work of the authors, it should not include unpublished works. When referring to one's own work, use the third person rather than the first person. For example, say "Previously, Foo and Bar [2] have shown that…", rather than "In our previous work [2], we have shown that…". Such identifying information can be added back to the final camera-ready version of accepted papers. All papers will be reviewed by at least 2-3 experts in the area following a detailed review form that will assess the paper based on the significance and novelty of the idea, the technical description of the proposal, clarity and organization, the evaluation methodology, and any ethical considerations. All accepted papers will be published in Springer's Lecture Notes in Artificial Intelligence series (LNCS/LNAI). All papers must be submitted using the Springer LNCS/LNAI format. Type of submissions: ● Full papers, 16 pages plus references ● Short papers, 4 pages plus references ● Position papers, 2 pages plus references

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