Aggregate-then-Calibrate for Human-centered Assessment with Theoretical Guarantees

Zejun Xie, Xintong Li, Guang Wang +1

Human-centered assessment tasks, which are essential for systematic decision-making, rely heavily on human judgment and typically lack verifiable ground truth. Existing approaches…