On Calibration of Large Language Models: From Response To Capability

Sin-Han Yang, Cheng-Kuang Wu, Chieh-Yen Lin +3

Large language models (LLMs) are widely deployed as general-purpose problem solvers, making accurate confidence estimation critical for reliable use. Prior work on LLM calibration…