One Token, Two Fates: A Unified Framework via Vision Token Manipulation Against MLLMs Hallucination

Zhan Fa, Yue Duan, Jian Zhang +2

Current training-free methods tackle MLLM hallucination with separate strategies: either enhancing visual signals or suppressing text inertia. However, these separate methods are i…