TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs

Kejia Zhang, Keda Tao, Zhiming Luo +3

Multimodal large language models (MLLMs) are prone to hallucinations, generating plausible but visually ungrounded outputs, partly because direct preference optimization (DPO) over…