Best Long Paper
EditorCheck: Auditing Editor–Author Conflicts of Interests
Jules Di Scala, Guillaume Cabanac, Ophélie Fraisier-Vannier, Gilles Hubert and Ronan Tournier
Best Short Paper
A Dual-Expert Routing Framework for Structured Data Extraction from Scientific Table
Isham Kalappurackal Mansoor, Jian Wu and Kehinde Ajayi
Best Student Paper
PReFER: A Multi-Proposer Refiner Framework for Named Entity Recognition
Aftab Anjum and Ralf Krestel
Best Poster
Beyond DOI Assignment: Integrating Electronic Theses and Dissertations into the Global Scholarly Citation Infrastructure
Daniel Alemneh, Mark Phillips and Tushar Shrivastava
Best Demo
SafeLens: AI-Augmented Exploratory Analysis over Organizational Safety Records for Actionable Insights Generation
Sanjay Das, Ryan Burchfield, Gavin Wiggins, Alan Guy and Tirthankar Ghosal
Best Resource
GA-Bench: 10,000 Source-Linked Graphical Abstracts for Evaluating IMRaD Coverage
Shafayet Nur, Adiba Ibnat Hossain, Maliha Zahan Chowdhury and Hamed Alhoori
