***Call for Papers WASP @ IJCNLP-AACL 2025***

https://ui.adsabs.harvard.edu/WIESP/2025/

Building on the success of the First Workshop on Information Extraction from 
Scientific Publications (WIESP) at AACL-IJCNLP 2022 and the Second WIESP at 
IJCNLP-AACL 2023, the Third Workshop on Artificial intelligence for Scientific 
Publications (WASP) at IJCNLP-AACL 2025 aims to establish itself as a pivotal 
platform for promoting discussions and research in the field of Natural 
Language Processing (NLP) and Artificial Intelligence (AI). This gathering will 
bring together esteemed experts and renowned organizations with students and 
early-career researchers who are interested and invested in efforts to extract 
and mine the world’s scientific knowledge from research papers. Their 
collaboration will be focused on developing advanced algorithms, models, and 
tools that will lay the foundation for future machine comprehension of 
scientific literature. The third iteration of WASP will specifically 
concentrate on various topics related to Artificial Intelligence research for 
scientific publications:

***Topics (not limited to)***

Scientific document parsing and structured information extraction
Scientific named-entity recognition and concept identification
Citation context/span extraction and citation-based knowledge mining
Argument extraction and scientific discourse analysis
Scientific article summarization and headline generation
Question-answering and fact retrieval from scientific literature
Prompt engineering and retrieval-augmented generation (RAG) for science Q&A
Chain-of-thought reasoning and scientific problem-solving with LLMs
LLM-powered information extraction from scientific texts
Pretraining and fine-tuning LLMs on scientific corpora
Evaluation and alignment of LLMs for scientific understanding
AI-assisted scientific discovery and hypothesis generation
Ethical and responsible use of LLMs in scientific publishing
Large Language Reasoning Models for Scientific Discovery
LLM hallucinations and impact on scientific knowledge, publications
Challenges, Future of AI in Scientific Publishing
AI, Peer Review, and Scientific Publishing
Impact of Generative AI on Scientific Publishing
In addition to papers, WASP will also host a shared task. 

***Telescope Reference and Astronomy Categorization Shared (TRACS)***
https://ui.adsabs.harvard.edu/WIESP/2025/shared_task

We will publish a separate CfP on the shared task. Shared task authors will be 
invited to write their system descriptions, which will then undergo light peer 
review.

All accepted papers and shared task system papers will be published in the WASP 
proceedings as part of IJCNLP-AACL 2025 and indexed in the ACL Anthology.

***Important Dates***
Paper submission deadline (WASP+TRACS): September 29, 2025
ARR commitment deadline: October 27, 2025
Notification of paper acceptance (WASP+TRACS): November 3, 2025
Camera-ready submission deadline (WASP+TRACS): November 11, 2025
Workshop: December 23, 2025 (hybrid)
All submission deadlines are 11.59 pm UTC -12h (“Anywhere on Earth”)

***Paper Submission Site***

https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/WASP

Submission will be via OpenReview. Submissions should follow the ACLPUB 
formatting guidelines and use the provided template files. Paper formatting 
guidelines - ACLPUB

Submissions (Long and Short Papers) will be subject to a double-blind 
peer-review process. We follow the same policies as IJCNLP-AACL 2025 regarding 
anonymity, preprints, and double submissions.

Please reach out to the organizers (cc'ed) for any queries.

Thank you!

--


+++++++++++++++++++++++++++++++++++
Dr. Tirthankar Ghosal
Scientist (NLP/AI and HPC)
National Center for Computational Sciences (NCCS)
Oak Ridge National Laboratory, United States
&
Affiliate Faculty (NLP/AI)
University of Tennessee Knoxville
United States
https://www.tirthankarghosal.com
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