AHEAD: Attention Head Energy-Aware Dynamics for Hallucination Mitigation in MLLMs

Jiale Chang, Ying Li, Siliang Tang, Yueting Zhuang. AHEAD: Attention Head Energy-Aware Dynamics for Hallucination Mitigation in MLLMs. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 8728-8739, Association for Computational Linguistics, 2026. [doi]

Abstract

Abstract is missing.