一作ACL 2026Findings· Findings of ACL
RIGOURATE : Quantifying Scientific Exaggeration with Evidence-Aligned Claim Evaluation
Joseph James · Chenghao Xiao · Yucheng Li · Nafise Sadat Moosavi · Chenghua Lin
摘要
Scientific rigour tends to be sidelined in favour of bold statements, leading authors to overstate claims beyond what their results support. We present RIGOURATE, a two-stage multimodal framework that retrieves supporting evidence from a paper’s body and assigns each claim an overstatement score....