Test-time Calibration Learning for Large Language Model Reasoning

Zizhuo Zhang, Xiong Peng, Jingwei Sun +4

Reliable large language models (LLMs) must not only produce accurate answers but also express confidence that faithfully reflects their probability of being correct. Such calibrati…