Yu Wang

Human-Anchored Factuality Evaluation with Strategic Annotation

This work introduces a factuality-specific annotation policy design pipeline that uses failure-space analysis (FSA) to derive diverse predictive signals for modeling human-judge misalignment, and improves annotation efficiency over uniform sampling and uncertainty-driven baselines.