Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?

Zhiting Mei, Christina Zhang, Tenny Yin +3

Reasoning language models have set state-of-the-art (SOTA) records on many challenging benchmarks, enabled by multi-step reasoning induced using reinforcement learning. However, li…