TeachGrade: Training-Free Short Answer Scoring with Teacher Evidence

Jinhao Yan, Zhihong Shen, Shengjie Wang +4

Multi-subject, multi-step scoring requires consistent partial credit across grading conventions. We introduce TeachGrade, a training-free framework using teacher-graded examples. T…