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

arXiv:2610.27103v1 Announce Type: new Abstract: 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, overlooking the entanglement o…

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  1. 2026-10-21 04:00 · arXiv cs.AI
    Omni-Woodpecker: Hallucination Correction via Evidence-Prior Rebalancing for Omni LLMs

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