DDOR: Delta Debugging for Explainable Overrefusal Testing and Repair

Qinyan Zhou, Peixin Zhang, Jun Sun +2

While safety alignment and guardrails help large language models (LLMs) avoid harmful outputs, they can also induce overrefusal, i.e., unwarranted rejection of benign queries that…