Early Stopping for Large Reasoning Models via Confidence Dynamics
arXiv:2604.04930v1 Announce Type: new
Abstract: Large reasoning models rely on long chain-of-thought generation to solve complex problems, but extended reasoning often incurs substantial computational cost and can even degrade performance due to overt…