Towards Transparent AI Grading: Semantic Entropy as a Signal for Human-AI Disagreement

Karrtik Iyer, Manikandan Ravikiran, Prasanna Pendse +1

Automated grading systems can efficiently score short-answer responses, yet they often fail to indicate when a grading decision is uncertain or potentially contentious. We introduc…