KVSmooth: Mitigating Hallucination in Multi-modal Large Language Models through Key-Value Smoothing

Siyu Jiang, Feiyang Chen, Xiaojin Zhang +1

Despite the significant progress of Multimodal Large Language Models (MLLMs) across diverse tasks, hallucination -- corresponding to the generation of visually inconsistent objects…