Drawing the Line: Enhancing Trustworthiness of MLLMs Through the Power of Refusal

Yuhao Wang, Zhiyuan Zhu, Heyang Liu +4

Multimodal large language models (MLLMs) excel at multimodal perception and understanding, yet their tendency to generate hallucinated or inaccurate responses undermines their trus…