Siyu Jiang

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

Despite the significant progress of Multi-modal Large Language Models (MLLMs) across diverse tasks, hallucination, which corresponds to the generation of visually inconsistent objects, attributes, or relations, remains a major obstacle to their reliable deployment. Unlike pure language models, MLLMs