Fact-Level Confidence Calibration and Self-Correction

Yige Yuan, Bingbing Xu, Hexiang Tan +5

Confidence calibration in LLMs, i.e., aligning their self-assessed confidence with the actual accuracy of their responses, enabling them to self-evaluate the correctness of their o…