Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy

2026 Open access

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Authors: Eric Hanchen Jiang, Weixuan Ou, Run Liu, Shaoning Pang, Guancheng Wan, Ranjie Duan, Dong Wei, Kai-Wei Chang, Xiaofeng Wang, Ying Wu, Xinfeng Li
DOI: 10.18653/v1/2026.acl-long.1759
Cited by: 0

Abstract

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. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Adversarial Robustness in Machine Learning Topic Modeling Explainable Artificial Intelligence (XAI)

Publication details

Pages
37930–37950
Publication date
1 January 2026
Language
EN