Mitigating LLM Over-Refusal via Dynamic Semantic Routing Calibration

Zixuan Wang, Bingjie Zhang, He Zhao +1

Large language models (LLMs) aligned for safety often suffer from over-refusal, incorrectly rejecting benign yet safety-related instructions. Prior studies primarily attribute this…