Tracing and Mitigating Hallucinations in Multimodal LLMs via Dynamic Attention Localization

Tiancheng Yang, Lin Zhang, Jiaye Lin +3

Multimodal Large Language Models (MLLMs) achieve strong performance on tasks like image captioning and visual question answering, but remain prone to hallucinations, where generate…