Evaluating and Calibrating LLM Confidence on Questions with Multiple Correct Answers

Yuhan Wang, Shiyu Ni, Zhikai Ding +3

Confidence calibration is essential for making large language models (LLMs) reliable, yet existing training-free methods have been primarily studied under single-answer question an…