REHEARSE: Experiential Rehearsal for Verbal Confidence Calibration in Large Language Models

Ke Fang, Tianyi Zhao, Qianwen Wang +1

Large language models (LLMs) often express verbal confidence that is poorly aligned with actual correctness, limiting their reliability in safety-critical applications. Existing pr…