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Zijian Liu, Chaoyou Fu, Yan Yang, Caifeng Shan, Ran He

Public reference bibliography and cataloged PDF materials authored or published by Zijian Liu, Chaoyou Fu, Yan Yang, Caifeng Shan, Ran He.

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Omni-Woodpecker: Hallucination Correction via Evidence-Prior Rebalancing for Omni LLMs

Year: 2026 • Source: arxiv.org • Listed PDF

Recent Omni LLMs (OLLMs) have demonstrated remarkable capabilities in joint audio-visual reasoning, yet cross-modal hallucinations remain a major challenge. Existing mitigation methods mainly operate at the output level,...