Latent Confidence Alignment for LLM Self-Assessment

Ting-Yu Chen, Tingting Yu, Pei-Cing Huang +3

Confidence calibration in large language models (LLMs) is commonly evaluated by comparing predicted confidence with observed accuracy. However, such approaches do not model item di…