When Can We Trust LLM Graders? Calibrating Confidence for Automated Assessment

Robinson Ferrer, Damla Turgut, Zhongzhou Chen +1

Large Language Models (LLMs) show promise for automated grading, but their outputs can be unreliable. Rather than improving grading accuracy directly, we address a complementary pr…