Proceedings available here: https://aclanthology.org/volumes/2025.wasp-main/

A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models
    Aviv Brokman, Xuguang Ai, Yuhang Jiang, Shashank Gupta, Ramakanth Kavuluru

AstroMLab 5: Structured Summaries and Concept Extraction for 400,000 Astrophysics Papers
    Yuan-Sen Ting, Alberto Accomazzi, Tirthankar Ghosal, Tuan Dung Nguyen, Rui Pan, Zechang Sun, Tijmen de Haan

AI for Data Ingestion into IPAC Archives
    Nicholas Susemiehl, Joseph Mazzarella

Structured Outputs in Prompt Engineering: Enhancing LLM Adaptability on Counterintuitive Instructions
    Jingjing Ye, Song Bai, Zhenyang Li, Zheqi Shen

Atlas: Customizing Large Language Models for Reliable Bibliographic Retrieval and Verification
    Akash Chowdary Kodali, Hailu Xu, Wenlu Zhang, Xin Qin

Citation Drift: Measuring Reference Stability in Multi-Turn LLM Conversations
    Gokul Srinath Seetha Ram

Exploring Health Misinformation Detection with Multi-Agent Debate
    Chih-Han Chen, Chen-Han Tsai, Yu-Shao Peng

Metadata Generation for Research Data from URL Citation Contexts in Scholarly Papers: Task Definition and Dataset Construction
    Yu Watanabe, Koichiro Ito, Shigeki Matsubara

Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition
    Necva Bölücü, Maciej Rybinski, Stephen Wan

Enhanced Table Structure Recognition with Multi-Modal Approach
    Huichen Yang, Andrew D. Hellicar, Maciej Rybinski, Sarvnaz Karimi

A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature
    Van-Thuy Phi, Truong Dinh Do, Trieu Hoang An, Yuji Matsumoto

TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation
    Ammar Qayyum, Bassamtiano Renaufalgi Irnawan, Fumiyo Fukumoto, Latifah Munirah Kamarudin, Go Kentaro, Yoshimi Suzuki

Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization
    Vani Kanjirangat, Fabio Rinaldi

Finding the Paper Behind the Data: Automatic Identification of Research Articles related to Data Publications
    Barbara McGillivray, Kaveh Aryan, Viola Harperath, Marton Ribary, Mandy Wigdorowitz

Dynamic Reference Extraction and Linking across Multiple Scholarly Knowledge Graphs
    Nicolau Duran-Silva, Pablo Accuosto

Automated Telescope-Paper Linkage via Multi-Model Ensemble Learning
    Ojaswa Varshney, Prashasti Vyas, Priyanka Goyal, Tarpita Singh, Ritesh Kumar, Mayank Singh

Systematic Evaluation of Machine Learning and Transformer-Based Methods for Scientific Telescope Literature Classification
    Dao Sy Duy Minh, TRUNG KIET HUYNH, Phu Quy Nguyen Lam, Tran Chi Nguyen, Phu-Hoa Pham, Long HB Nguyen, Dien Dinh

“Clutch or Cry” Team at TRACS @ WASP2025: A Hybrid Stacking Ensemble for Astrophysical Document Classification
    Arshad Khatib, Aayush Prasad Shambhu, Rudra Trivedi, Shrikant Malviya

amc: The Automated Mission Classifier for Telescope Bibliographies
    John F Wu, J. E. G. Peek, Sophie J Miller, Jenny Novacescu, Achu J Usha, Christopher A Wilkinson

Efficient Context-Limited Telescope Bibliography Classification for the WASP‑2025 Shared Task Using SciBERT
    Madhusudhana Naidu

Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction
    Shivam Rawat, Lucie Flek, Akbar Karimi