OmniDPO extends direct preference optimization with audio-video alignment and modality-degradation preference pairs to reduce omni-modal hallucination.
Kernel language entropy: Fine-grained uncertainty quantification for llms from semantic similarities
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OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination
OmniDPO extends direct preference optimization with audio-video alignment and modality-degradation preference pairs to reduce omni-modal hallucination.