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2nd Call for papers: The first Workshop on Ethical Concerns in Training, Evaluating and Deploying Large Language Models @ RANLP2025
by Dola Mullage, Damith (Postgraduate Researcher) 19 Jul '25

19 Jul '25

Ethical LLMs 2025: The first Workshop on Ethical Concerns in Training, Evaluating and Deploying Large Language Models<https://sites.google.com/view/ethical-llms-2025> @ RANLP2025<https://ranlp.org/ranlp2025/> 2nd Call for papers: Scope Large Language Models (LLMs) represent a transformative leap in Artificial Intelligence (AI), delivering remarkable language-processing capabilities that are reshaping how we interact with technology in our daily lives. With their ability to perform tasks such as summarisation, translation, classification, and text generation, LLMs have demonstrated unparalleled versatility and power. Drawing from vast and diverse knowledge bases, these models hold the potential to revolutionise a wide range of fields, including education, media, law, psychology, and beyond. From assisting educators in creating personalised learning experiences to enabling legal professionals to draft documents or supporting mental health practitioners with preliminary assessments, the applications of LLMs are both expansive and profound. However, alongside their impressive strengths, LLMs also face significant limitations that raise critical ethical questions. Unlike humans, these models lack essential qualities such as emotional intelligence, contextual empathy, and nuanced ethical reasoning. While they can generate coherent and contextually relevant responses, they do not possess the ability to fully understand the emotional or moral implications of their outputs. This gap becomes particularly concerning when LLMs are deployed in sensitive domains where human values, cultural nuances, and ethical considerations are paramount. For example, biases embedded in training data can lead to unfair or discriminatory outcomes, while the absence of ethical reasoning may result in outputs that inadvertently harm individuals or communities. These limitations highlight the urgent need for robust research in Natural Language Processing (NLP) to address the ethical dimensions of LLMs. Advancements in NLP research are crucial for developing methods to detect and mitigate biases, enhance transparency in model decision-making, and incorporate ethical frameworks that align with human values. By prioritising ethics in NLP research, we can better understand the societal implications of LLMs and ensure their development and deployment are guided by principles of fairness, accountability, and respect for human dignity. This workshop will dive into these pressing issues, fostering a collaborative effort to shape the future of LLMs as tools that not only excel in technical performance but also uphold the highest ethical standards. Key Dates Submissions Open - 1st June 2025 Paper Submission Deadline - 28th July 2025 Acceptance Notification - 10th August 2025 Camera-Ready Deadline - 20th August 2025 Submission Guidelines We follow the RANLP 2025 standards for submission format and guidelines. EthicalLLMs 2025 invites the submission of long papers, up to eight pages in length, and short papers, up to six pages in length. These page limits only apply to the main body of the paper. At the end of the paper (after the conclusions but before the references) papers need to include a mandatory section discussing the limitations of the work and, optionally, a section discussing ethical considerations. Papers can include unlimited pages of references and an unlimited appendix. To prepare your submission, please make sure to use the RANLP 2025 style files available here: * Latex<https://ranlp.org/ranlp2025/wp-content/uploads/2025/05/ranlp2025-LaTeX.zip> * Word<https://ranlp.org/ranlp2025/wp-content/uploads/2025/05/ranlp2025-word.docx> Papers should be submitted through Softconf/START using the following link: https://softconf.com/ranlp25/EthicalLLMs2025/ Topics of interest The workshop invites submissions on a broad range of topics related to the ethical development and evaluation of LLMs, including but not limited to the following. 1. Bias Detection and Mitigation in LLMs Research focused on identifying, measuring, and reducing social, cultural, and algorithmic biases in large language models. 2. Ethical Frameworks for LLM Deployment Approaches to integrating ethical principles—such as fairness, accountability, and transparency—into the development and use of LLMs. 3. LLMs in Sensitive Domains: Risks and Safeguards Case studies or methodologies for deploying LLMs in high-stakes fields such as healthcare, law, and education, with an emphasis on ethical implications. 4. Explainability and Transparency in LLM Decision-Making Techniques and tools for improving the interpretability of LLM outputs and understanding model reasoning. 5. Cultural and Contextual Understanding in NLP Systems Strategies for enhancing LLMs’ sensitivity to cultural, linguistic, and social nuances in global and multilingual contexts. 6. Human-in-the-Loop Approaches for Ethical Oversight Collaborative models that involve human expertise in guiding, correcting, or auditing LLM behaviour to ensure responsible use. 7. Mental Health and Emotional AI: Limits of LLM Empathy Discussions on the role of LLMs in mental health support, highlighting the boundary between assistive technology and the need for human empathy. Organisers Damith Premasiri – Lancaster University, UK Tharindu Ranasinghe – Lancaster University, UK Hansi Hettiarachchi – Lancaster University, UK Contact If you have any questions regarding the workshop, please contact Damith: d.dolamullage(a)lancaster.ac.uk

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CFP: AI Werewolf Shared Task for the 3rd International Workshop of AI Werewolf and Dialog System (AIWolfDial2025) at the 18th International Natural Language Generation conference (INLG 2025)
by Yoshinobu Kano 19 Jul '25

19 Jul '25

Call for Participations and Papers Shared Task for the 3rd International Workshop of AI Werewolf and Dialog System (AIWolfDial2025) at the 18th International Natural Language Generation conference (INLG 2025) # Summary Recent achievements of generation models, e.g. ChatGPT, are gathering greater attention. However, there is still room to investigate LLMs sufficiently able to handle coherent responses, longer contexts, common grounds, and logics. Werewolf is a social, hidden identity game that requires debate between players and coalition building. The goal of our AIWerewolf contest is to build an AI agent that is able to play this game against other AI. We will hold 5-players and 13-players tracks. # Schedule Shared tasks August 9, 2025: Competition Registration Deadline August 9, 2025: Preliminary Round (Self-play) Result Submission Deadline Mid August 2025: Final Round (Online Matches) Workshop papers August 26, 2025: Paper Submission Deadline September 24, 2025: Notification of Acceptance October 3, 2025: Camera-ready Submission Deadline INLG 2025 Conference Period October 29 - November 2, 2025 (in Hanoi) October 30, 2025: AIWolfDial 2025 Workshop in Hanoi/online (Paper Presentations and Competition Results) Our shared task is held as a part of our AIWolfDial 2025 workshop at INLG 2025 (18th International Natural Language Generation Conference). Our workshop will be held in Hanoi, Vietnam and online on October 30th. It is not mandatry for our shared task participants to attend the INLG 2025 conference, but encouraged to submit thier papers to the workshop and present in the workshop day. Please refer to our websites for the details including technical requirments: https://aiwolfdial.github.io/aiwolf-nlp/en/ We have a seperate call for papers of our workshop. # Why AI Werewolf? Recent achievements of generation models, e.g. ChatGPT, are gathering greater attentions. However, such a huge language model would not be sufficiently able to handle coherent responses, longer contexts, common grounds, and logics. The AIWolfDial 2025 contest, which is an international open contest for automatic players of the conversation game "Mafia", requires players not just to communicate but to infer, persuade, deceive other players via coherent logical conversations, while having the role-playing non-task-oriented chats as well. We believe that this contest reveals current issues in the recent huge language models, showing directions of next breakthrough in the NLP area. From the viewpoint of Game AI area, players must hide information, in contrast to perfect information games such as chess or Reversi. Each player acquires secret information from other players' conversations and behavior and acts by hiding information to accomplish their objectives. Players are required persuasion for earning confidence, and speculation for detecting fabrications. Participants must build an artificial intelligence agent that can play the werewolf game as humans do, using natural language. Participant agents will be evaluated by a panel of judges, who will grade the subjective quality of the dialog generated by the agent, in addition to their win rates. Agents must communicate in English. # Registration A team should send required information via https://forms.gle/WuZdfjFAvLV98NU49 Registration is free. # System Evaluation Participants should submit a paper to the workshop, or a system design description document to the organizers. In addition to the win rates, reviewers will perform subjective evaluations on the game logs of a self-match games and multi-agent games, using following criteria: A Natural utterance expressions B Contextually natural conversation C Coherent (not contradictory) conversation D Coherent game actions (vote, attack, divine) with conversation contents E Diverse utterance expressions, including coherent characterization Please note that vague utterances that could be used regardless of context are not always natural in the werewolf game. F Team play # Call for Papers We call for short papers and long papers as same as the INLG main conference, both for shared task papers and papers in general. Please use the ACL format as specified in the INLG conference webpage. Submission site will open soon. Submitted papers will be peer-reviewed and published as part of our workshop proceedings in the ACL anthology. # Organizers Organizers and Program Commitee: Yoshinobu Kano, Shizuoka University, Japan Claus Aranha, Tsukuba University Takashi Otsuki, Yamagata University, Japan Fujio Toriumi, The University of Tokyo, Japan Hirotaka Osawa, Keio University, Japan Daisuke Katagami, Tokyo Polytechnic University, Japan Michimasa Inaba, The University of Electro-Communications, Japan Kei Harada, The University of Electro-Communications, Japan Takeshi Ito, The University of Electro-Communications, Japan Local Organizers: Yoshinobu Kano, Shizuoka University, Japan Neo Watanabe, Shizuoka University, Japan Yuto Sahashi, Shizuoka University, Japan Yuya Harada, Shizuoka University, Japan Links (same as above): Registration https://forms.gle/WuZdfjFAvLV98NU49 Contest and workshop website https://aiwolfdial.github.io/aiwolf-nlp/en/ INLG 2025 https://2025.inlgmeeting.org/ Contact; aiwolf(a)kanolab.net On behalf of the AIWolf organizers -- Yoshinobu Kano, Ph.D. Professor, Research Fellow Faculty of Informatics, Shizuoka University personal webpage: http://kanolab.net/kano/ e-mail: kano(a)kanolab.net kano(a)inf.shizuoka.ac.jp

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Job: NYU postdoc position: LLMs and cognitive science
by Tal Linzen 18 Jul '25

18 Jul '25

Dear colleagues, I'm recruiting at least one post-doc for a project at New York University aimed at creating language models that process language more like humans than mainstream LLMs do <https://tallinzen.net/media/papers/huang_et_al_2024_jml.pdf>. We are planning to explore architectural modifications, training data interventions, and steering through interpretability. One motivation for this project is the empirical finding <https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00548/115371/Why-Doe…> that the better LLMs become in terms of perplexity and task performance, the worse they are as cognitive models of how people read and learn language; we think that to reverse this trend we need to find ways to constrain them (in terms of e.g. working memory, parse parallelism, and factual and linguistic knowledge), and improve them in other ways to make up for these constraints, e.g. through increasing data efficiency <https://tallinzen.net/media/papers/wilcox_et_al_2025_jml.pdf>. We're planning to benchmark the models against behavioral and neural data from humans: eyetracking, fMRI and intracranial recordings. Some of the data already exists, and some will be collected by collaborators at other universities specifically for this project. But we also expect to do a lot of fundamental modeling and interpretability work. You do not need to have existing experience in cognitive science, but you should have a strong track record in computational research; and you should be interested in using AI for science, in learning about cognitive science and collaborating with linguistics and cognitive scientists, and in doing open-ended fundamental research on LLMs. There are no teaching requirements. The position will be renewed every year, but we expect the funding for this project to last four years. You will be affiliated with NYU's Center for Data Science, and, if relevant, also with the department of linguistics. NYU has large NLP and computational cognitive science communities, with lots of opportunities for collaborations. The start date is flexible, though of course you should have a PhD by the time you start. Your application is most likely to be considered if you apply before *August 10th.* Please fill out this lightweight form <https://docs.google.com/forms/d/e/1FAIpQLSc5IwTU43CWVjQYsWbvPkDFH7dFKglqRfP…> to express interest, and you can also email me directly if they have any questions. I'll be at ACL 2025 and am happy to chat about the position. If you're interested in working together but don't exactly fit the description, don't hesitate to reach out! -- Tal Linzen <https://tallinzen.net/> Associate Professor of Linguistics and Data Science New York University

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Reminder: Emanuele Pianta Award for the Best Master’s Thesis @ CLiC-it 2025 - Cagliari
by Manuela Sanguinetti 18 Jul '25

18 Jul '25

Dear Corpora members, this is a reminder of the call for the *"Emanuele Pianta" Award 2025*, which recognizes outstanding Master's theses in Computational Linguistics submitted at Italian universities. To recognise excellence in student research as well as promote awareness of our field and with the endorsement of the Italian Association of Computational Linguistics (AILC), we are conferring the Emanuele Pianta Award for the best Master’s Thesis (Laurea Magistrale) in Computational Linguistics submitted at an Italian University. The prize consists of €500.00 plus free membership to AILC for one year and free registration to the upcoming CLiC-it 2025, where the author will have the chance to present the thesis. Master’s theses submitted to and defended at any University in Italy within the yearly time frame specified in the call (see below) are eligible for the prize. The thesis should address a topic in computational linguistics or its applications, and may be written in Italian or English. The sub-areas involved are those listed in the yearly call for papers of the Italian Conference on Computational Linguistics (CLiC-it). The candidates’ works will be evaluated by a jury composed of three members: one of the co-chairs of the previous CLiC-it conference, one co-chair of the current CLiC-it conference (who agrees to serve for two years, so as to ensure continuity), and a member of the board of AILC. The jury will decide in consensus to which candidate the prize will be awarded. The jury can also decide not to award a prize or to award the prize to a maximum of two candidates. In the latter case, the money prize will be shared. Procedure Master theses *defended between August 1st 2024 and July 31st 2025* are eligible for the 2025 prize. The supervisor of the thesis submits the thesis by *August 1st, 2025* (11:59 pm CEST) with a motivation letter (1 page) that explains why the thesis deserves the prize. Both the thesis and the motivation letter should be submitted through the START platform using the following link: https://softconf.com/p/clic-it2025. The prize will be awarded by a member of the jury during CLiC-it 2025. The thesis must be available on-line, and will be presented during CLiC-it 2025 by the author. The full text of the call can also be found here: https://clic2025.unica.it/emanuele-pianta-award-for-the-best-masters-thesis/

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NLP for Counterspeech Against Hate and Misinformation - Call for participation
by Abercrombie, Gavin 18 Jul '25

18 Jul '25

Dear colleagues, We are pleased to invite you to the tutorial, “NLP for Counterspeech Against Hate and Misinformation” which will take place on Sunday, July 27, from 14:00 to 17:30 at ACL 2025 in Vienna. Overview: This tutorial explores the use of counterspeech by individuals, activists, and organizations to combat abuse and misinformation, and how Natural Language Processing (NLP) and Natural Language Generation (NLG) can be used to automate it. It examines key challenges such as evaluating the effectiveness of counterspeech, integrating civil society expertise in dataset creation, and addressing fairness and bias in language models. The tutorial brings together insights from computer science, social sciences, and public policy through case studies, and highlights the emerging research challenge of addressing hate and misinformation together using NLP techniques. For the full program and detailed agenda, please visit the tutorial website. https://sites.google.com/view/nlp4csham/ Invited speakers Cathy Buerger (Director of Research at the Dangerous Speech Project) Simone Fontana (Editorial Manager at Facta News) Tutorial Organizers Daniel Russo Helena Bonaldi Marco Guerini Gavin Abercrombie, Yi-Ling Chung We look forward to your participation and hope to see you there! ________________________________ Founded in 1821, Heriot-Watt is a leader in ideas and solutions. With campuses and students across the entire globe we span the world, delivering innovation and educational excellence in business, engineering, design and the physical, social and life sciences. This email is generated from the Heriot-Watt University Group, which includes: 1. Heriot-Watt University, a Scottish charity registered under number SC000278 2. Heriot- Watt Services Limited (Oriam), Scotland's national performance centre for sport. Heriot-Watt Services Limited is a private limited company registered is Scotland with registered number SC271030 and registered office at Research & Enterprise Services Heriot-Watt University, Riccarton, Edinburgh, EH14 4AS. The contents (including any attachments) are confidential. If you are not the intended recipient of this e-mail, any disclosure, copying, distribution or use of its contents is strictly prohibited, and you should please notify the sender immediately and then delete it (including any attachments) from your system.

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ACL 2025 Conference - Birds of a Feather (BoF) and Affinity Group
by ACL Announcements 18 Jul '25

18 Jul '25

Dear ACL 2025 Attendees: ACL will feature a lineup of 18 Birds of a Feather (BoF) and Affinity Group events to bring together participants around shared research topics, professional experiences, and community affiliations. The hosts of these events are looking forward to welcoming you to the conference! The full schedule with session descriptions has been released on the conference website [1]. Session titles and times are listed below: Mon, Jul 28 SomosNLP: The Iberoamerican NLP Community 11:00 - 12:30, ballroom 1.31-1.32 Hosts: María Grandury, Selene Báez, Diana Galván, Helena Gómez, Danae Sánchez Queer in AI Meet-Up 12:30 - 14:00, ballroom 1.33 Hosts: Sabine Weber Mentorship on NLP Research 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Oana Ignat, Weijia Shi, Ziqiao Ma Tue, Jul 29 Navigating Challenges in Building Industrial LLM Applications 10:30 - 12:00, ballroom 1.14 Hosts: Gauri Kholkar, Aakash Bist, Ratinder Ahuja Humanists in NLP 10:30 - 12:00, ballroom 1.31-1.32 Hosts: Patrick Sui Teaching NLP 12:00 - 13:30, ballroom 1.33 Hosts: Margot Mieskes, Laura Biester, György Kovacs NLP x Graphs: Where Structure Meets Language 14:00 - 15:30, ballroom 1.14 Hosts: Yuqicheng Zhu, Moritz Plenz Southeast Asian NLP Community, Projects, and Beyond 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Fajri Koto, Jan Christian Blaise Cruz, Holy Lovenia, Samuel Cahyawijaya, Alham Fikri Aji, Peerat Limkonchotiwat, M. Reza Qorib EquiCL Welcome Session 14:00 - 15:30, ballroom 1.33 Hosts: Zeerak Talat, Christine de Kock, Fatima Elsafoury, Jackie Lo Learning and Reasoning for Structured Data 16:00 - 17:30, ballroom 1.14 Hosts: Vivek Gupta, Dan Roth Multilingualism: from data crawling to evaluation 16:00 - 17:30, ballroom 1.31-1.32 Hosts: Pinzhen Chen, Andrey Kutuzov, Letiția Pârcălăbescu Participatory Design for NLP 16:00 - 17:30, ballroom 1.33 Hosts: Gavin Abercrombie, Tommaso Caselli Bridging Human Study and LLM Agents for Social Simulation 16:00 - 17:30, online only (Underline) Hosts: Xuan Wang Wed, Jul 30 Activations & Embeddings: Cognitive-Neuroscience Methods for LLMs 9:00 - 10:30, ballroom 1.14 Hosts: Giovanni Franco Gabriel Marraffini Mothering the Future -- In Life and in AI: Challenges, Support, and the Path Forward for Mothers in Computing 11:00 - 12:30, ballroom 1.31-1.32 Hosts: Narjis Asad Language Technology for Crisis Preparedness and Response (LT4CPR) 11:00 - 12:30, ballroom 1.33 Hosts: Belu Ticona, Antonios Anastasopoulos, Will Lewis, Fei Xia. Ethical Considerations for NLP and CL 12:30 - 14:00, ballroom 1.14 Hosts: Margot Mieskes, Karën Fort, Fanny Ducel, Clémentine Bleuze, Aurélie Névéol Muslims in Machine Learning (MusIML) 12:45 - 14:15, ballroom 1.31-1.32 Hosts: Ehsaneddin Asgari, Suleiman Ali Khan, Ahmed Youssef Dear ACL 2025 Attendees: ACL will feature a lineup of 18 Birds of a Feather (BoF) and Affinity Group events to bring together participants around shared research topics, professional experiences, and community affiliations. The hosts of these events are looking forward to welcoming you to the conference! The full schedule with session descriptions has been released on the conference website [1]. Session titles and times are listed below: Mon, Jul 28 SomosNLP: The Iberoamerican NLP Community 11:00 - 12:30, ballroom 1.31-1.32 Hosts: María Grandury, Selene Báez, Diana Galván, Helena Gómez, Danae Sánchez Queer in AI Meet-Up 12:30 - 14:00, ballroom 1.33 Hosts: Sabine Weber Mentorship on NLP Research 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Oana Ignat, Weijia Shi, Ziqiao Ma Tue, Jul 29 Navigating Challenges in Building Industrial LLM Applications 10:30 - 12:00, ballroom 1.14 Hosts: Gauri Kholkar, Aakash Bist, Ratinder Ahuja Humanists in NLP 10:30 - 12:00, ballroom 1.31-1.32 Hosts: Patrick Sui Teaching NLP 12:00 - 13:30, ballroom 1.33 Hosts: Margot Mieskes, Laura Biester, György Kovacs NLP x Graphs: Where Structure Meets Language 14:00 - 15:30, ballroom 1.14 Hosts: Yuqicheng Zhu, Moritz Plenz Southeast Asian NLP Community, Projects, and Beyond 14:00 - 15:30, ballroom 1.31-1.32 Hosts: Fajri Koto, Jan Christian Blaise Cruz, Holy Lovenia, Samuel Cahyawijaya, Alham Fikri Aji, Peerat Limkonchotiwat, M. Reza Qorib EquiCL Welcome Session 14:00 - 15:30, ballroom 1.33 Hosts: Zeerak Talat, Christine de Kock, Fatima Elsafoury, Jackie Lo Learning and Reasoning for Structured Data 16:00 - 17:30, ballroom 1.14 Hosts: Vivek Gupta, Dan Roth Multilingualism: from data crawling to evaluation 16:00 - 17:30, ballroom 1.31-1.32 Hosts: Pinzhen Chen, Andrey Kutuzov, Letiția Pârcălăbescu Participatory Design for NLP 16:00 - 17:30, ballroom 1.33 Hosts: Gavin Abercrombie, Tommaso Caselli Bridging Human Study and LLM Agents for Social Simulation 16:00 - 17:30, online only (Underline) Hosts: Xuan Wang Wed, Jul 30 Activations & Embeddings: Cognitive-Neuroscience Methods for LLMs 9:00 - 10:30, ballroom 1.14 Hosts: Giovanni Franco Gabriel Marraffini Mothering the Future -- In Life and in AI: Challenges, Support, and the Path Forward for Mothers in Computing 11:00 - 12:30, ballroom 1.31-1.32 Hosts: Narjis Asad Language Technology for Crisis Preparedness and Response (LT4CPR) 11:00 - 12:30, ballroom 1.33 Hosts: Belu Ticona, Antonios Anastasopoulos, Will Lewis, Fei Xia. Ethical Considerations for NLP and CL 12:30 - 14:00, ballroom 1.14 Hosts: Margot Mieskes, Karën Fort, Fanny Ducel, Clémentine Bleuze, Aurélie Névéol Muslims in Machine Learning (MusIML) 12:45 - 14:15, ballroom 1.31-1.32 Hosts: Ehsaneddin Asgari, Suleiman Ali Khan, Ahmed Youssef Links: ------ [1] https://2025.aclweb.org/program/bof/

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CFP Deadline August 1: AIAS '25 - Symposium for AI Accelerated Science
by Sol Rosenberg 18 Jul '25

18 Jul '25

**** CFP for AIAS '25 **** * *AI for Accelerated Research Symposium* *October 27–28, 2025 — San Francisco, CA* With the deadline for submissions coming up August 1, we wanted to invite submissions of original research, position papers, and visionary ideas that explore how AI is reshaping the research lifecycle and accelerating scientific discovery. Areas of interest include, but are not limited to: machine reading and knowledge extraction, intelligent data collection, automated hypothesis generation, and AI- driven exploration across scientific domains. This premier annual event brings together leading thinkers from academia, industry, and government to examine the transformative impact of AI on science and to foster cross-disciplinary collaboration at the frontier of innovation. We welcome contributions addressing both foundational advances and real-world applications in the following areas: - *Scientific Knowledge Extraction form Literature and Representation: *Extraction of Ontologies, automated reasoning systems, and AI-enhanced platforms for organizing, linking, and accelerating research findings across domains. - *Data collection and synthesis using AI:* Applications of generative architectures for molecule generation, experiment simulation, or synthetic data generation. - *Physics-Informed AI and Scientific Machine Learning: *AI models that embed physical laws or constraints to enhance interpretability, generalization, and scientific fidelity. - *Neuro-Symbolic AI: *Hybrid models combining neural networks with symbolic reasoning to advance scientific in- ference, automation, and logic-based discovery. - *Large Language Models (LLMs) and Conversational AI for Science: *Use of LLMs and agent-based systems to support literature mining, hypothesis generation, scientific coding, and collaborative research workflows. - *AI for Multidisciplinary Research:* Bridging disciplinary boundaries with LLMs. Enabling clearer communication and collabo- ration across research fields. Applied AI techniques reshaping discovery pipelines in founda- tional sciences and engineering systems. *Keynote Speakers:* • Jennifer Doudna (Berkeley) • Anima Anandkumar (Caltech) • David Baker (University of Washington) Interactive Sessions: Plenary lectures, panel discussions, breakout groups, and hands-on demos. Prize AI Accelerated Research Award Ceremony: Honoring breakthrough contributions from emerging scientists. *Interactive Sessions:* Plenary lectures, panel discussions, breakout groups, and hands-on demos. *AI Accelerated Research Award Ceremony:* Honoring breakthrough contributions from emerging scientists. *Important Dates* • Submission Deadline: August 1, 2025 • Notification of Acceptance: August 31, 2025 • Symposium Dates: October 26–28, 2025 *Submission Details* We welcome: • Full research papers (6–8 pages) • Short papers (2–4 pages) • Extended abstracts (up to 2 pages) • Vision or position papers (up to 4 pages) Submissions must follow the AIAS formatting guidelines and be submitted via the symposium website. see more at https://aias2025.org/ CFP details and submissions: https://aias2025.org/call-for-papers/ Organizing Committee: - Jennifer Chayes, Dean of the College of Computing, Data Science, and Society at UC Berkeley - Yan Li, Executive Director of Scientific Programs, Chen InstitutePietro Perona - Allan E. Puckett Professor of Electrical Engineering and Computation and Neural Systems, Caltech - Mengdi Wang, Associate Professor of Electrical and Computer Engineering and the Center for Statistics and Machine Learning, Princeton - Parisa Kordjamshidi, Associate Professor of Computer Science and Engineering, Michigan State University - Hamid Karimian, Research Assistant Professor of Computer Science and Engineering, Michigan State University See more at https://aias2025.org/ CFP details and submissions: https://aias2025.org/call-for-papers/ ᐧ

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CORRECTED DATES: Call for Papers: Slav-NLP: 10th Workshop on NLP forSlavic Languages
by Roman Yangarber 17 Jul '25

17 Jul '25

**Call for Papers:* * * Slav-NLP:10thWorkshoponNLP for Slavic languages At ACL-2025, Vienna, Austria 31 July 2025 http://bsnlp.cs.helsinki.fi <http://bsnlp.cs.helsinki.fi/> Submission Deadline: 3 May ** WORKSHOPDESCRIPTION The 10th edition of the Slav-NLP Workshop — at ACL 2025. Sponsored by SIGSLAV: ACL Special Interest Group on Slavic NLP. Slavic languages play a crucial role due to their diverse cultural heritage and wide use — over 400M speakers worldwide. Current political and economic developments in Central/ Eastern Europe thrust the Slavic languages into sharp focus, especially in light of rapid technological advancements, and evolving consumer markets. Research on applied **and ***theoretical*NLP in the context of Slavic languages is still lagging. Linguistic phenomena that are common to the Slavic languages — rich morphology, free word order, etc. — make NLP for these languages challenging. Slav-NLP Workshops gather researchers from academia and industry, aiming to stimulate research in Slavic NLP, and foster the creation of tools and resources. The Workshops welcome the exchange of ideas and experience, discussing current challenges, and promoting the available resources. The structural similarity, as well as the easily recognizable core vocabulary and inflectional inventory spanning this large language group, creates a special environment where researchers can appreciate the shared problems and communicate naturally. We are happy *again *to organize Slav-NLP in Central Europe. This Workshop addresses Natural Language Processing (NLP) for the Slavic languages. NLP tasks in urgent need of attention include: * language modeling, * morphological, syntactic and semantic analysis, * lexical semantics, * named-entity recognition, * text normalization and processing non-standard language, * co-reference resolution, * information extraction, * question answering, * text summarization, * machine translation, * development of linguistic resources, * development and assessment of large language models, * text classification, * text generation, * disinformation detection, * fact verification, * sentiment analysis. The Workshop continues the proud tradition established by the 9 previous (B)SNLP Workshops. IMPORTANT DATES * Submission deadline: *3 May*2025 * Pre-reviewed ARR commitment20 May 2025 * Notification of acceptance: *1 June*2025 * Camera-ready papers due: 15 June 2025 * Workshop: 31 July 2025 ** SHARED TASK This year the Slav-NLP Workshop features — Shared Task on Detection and Classification of Persuasion Techniques— in two types of texts: (a) parliamentary debateson highly-contested topics, and (b) social media postsrelated to the spread of propaganda and disinformation. Read about the Shared Task on the Workshop’s Web page. SUBMISSION At the Workshop’s Web page: bsnlp.cs.helsinki.fi <http://bsnlp.cs.helsinki.fi/call-for-papers.html> * * Workshop Contact: bsnlp(a)cs.helsinki.fi * -- Roman Yangarber Professor, University of Helsinki, Finland Digital Humanities INEQ: Helsinki Inequality Initiative <https://helsinki.fi/en/ineq-helsinki-inequality-initiative> — Linguistic Inequalities and Translation Technologies ------------------------------------------------------------------------ e-Learning & language learning Language Learning Lab Unioninkatu 40, Metsätalo A214 helsinki.fi/revita <https://www.helsinki.fi/revita> helsinki.fi/language-learning-lab <https://www.helsinki.fi/language-learning-lab> mobile: +358 50 41 51 71 3 ------------------------------------------------------------------------ RЯ

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Gaze4NLP - The First International Workshop on Gaze Data and Natural Language Processing
by Cengiz Acarturk 17 Jul '25

17 Jul '25

**First Call for Papers** Gaze4NLP - The First International Workshop on Gaze Data and Natural Language Processing September 11-13, 2025, Varna, Bulgaria (co-located with RANLP 2025) The First Workshop on Gaze Data and Natural Language Processing (Gaze4NLP), co-located with RANLP 2025 in Varna, Bulgaria, invites papers of a theoretical or experimental nature describing research methodologies by employing interdisciplinary perspectives, including computer science and engineering perspectives and cognitive sciences, and identifying challenges to resolve in the intersection of the two domains: eye tracking and NLP. Gaze4NLP aims to bring together researchers conducting research on eyes on eyes on text and NLP; and establishing bridges between them for identifying future venues of research. Workshop webpage: https://gaze4nlp.github.io/Gaze4NLP2025/about.html Important Dates Workshop paper submission deadline: 6 July 2025 Workshop paper acceptance notification: 31 July 2025 Workshop paper camera-ready versions: 30 August 2025 Workshop camera-ready proceedings ready: 8 September 2025 Workshops: 11-13 September 2025 All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”) Topics for the workshop will include, but are not limited to: - Investigating the pillars for bridging the gap between the research on eyes on text and NLP. Study how to expand research methodologies by employing interdisciplinary perspectives, including computer science and engineering perspectives and cognitive sciences, and identify challenges, issues to resolve. - Exploring new areas so that both fields benefit from each other better than the past, identifying novel domains of exploration for further research. - Discussing how to develop cognitively inspired models that align human reading data with LLMs. Submissions We solicit regular workshop papers, which will be included in the proceedings as archival publications. All categories of papers may be long (maximum 8 pages of content + up to one page for limitations (required) + unlimited references) or short (maximum 4 pages of content + up to one page for limitations (required) + unlimited references). Accepted papers will be presented in the form of either oral or poster presentations. Please note that camera-ready papers are allowed an additional page. The workshop proceedings will be part of the ACL anthology. Accepted papers will also be given an opportunity with an extended version to be published as part of an edited book. Submission link: https://softconf.com/ranlp25/Gaze4NLP2025/ Organization Committee: Dr. Cengiz Acarturk, Jagiellonian University, Poland Dr. Jamal Nasir, University of Galway, Ireland Dr. Burcu Can, University of Stirling, Scotland, UK Dr. Cagri Coltekin, University of Tubingen, Germany -- Dr. Cengiz Acarturk, Prof.UJ Centre for Cognitive Science, Jagiellonian University, Krakow On behalf of the Organization Committee

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Senior lecturer position at the University of Gothenburg / Chalmers University of Technology
by Richard Johansson 17 Jul '25

17 Jul '25

We are hiring a Senior Lecturer (comparable to an associate professor) at the Department of Computer Science and Engineering, a joint department at the University of Gothenburg and Chalmers University of Technology in Gothenburg, Sweden. This is a broad call open to anyone with a background in data science and AI, but we are particularly interested in candidates with an NLP background. This is a senior faculty position but we will also consider strong junior candidates. You can find more details on the application page: https://web103.reachmee.com/ext/I005/1035/job?site=7&lang=UK&validator=9b89… If you are thinking of applying and would like to discuss about the position, please contact me (richard.johansson(a)cse.gu.se) or Gerardo Schneider, head of the division (gerardo(a)chalmers.se). The deadline for applying is August 15. Best regards, Richard Johansson

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