作者位次 #3/11ACL 2026Poster· Natural Language Processing
Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy
Eric Hanchen Jiang · Weixuan Ou · Run Liu · Shengyuan Pang · Guancheng Wan · Ranjie Duan · Wei Dong · Kai-Wei Chang · XiaoFeng Wang · Ying Nian Wu · Xinfeng Li
摘要
Safety alignment of large language models currently faces a central challenge: existing alignment techniques often prioritize mitigating responses to harmful prompts at the expense of overcautious behavior, leading models to incorrectly refuse benign requests. A key goal of safe alignment is ther...