ChainUQ: Reasoning Consistency-Aware Uncertainty Quantification for Large Language Models

Dahai Yu, Rongchao Xu, Lin Jiang +2

While large language models (LLMs) exhibit impressive reasoning capabilities, response-level confidence may remain unreliable when intermediate claims conflict with the final concl…