2025
STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond
ACL 2025long
Critical text assessment is at the core of many expert activities, such as fact-checking, peer review, and essay grading. Yet, existing work treats critical text assessment as a black box problem, limiting interpretability and human-AI collaboration. To close this gap, we introduce Structured Reason…