Omni-LLMs show systematic failures at cross-modal coreference; a new dataset and both training-free and training-based fixes produce substantial gains on 13 models.
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Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs
Omni-LLMs show systematic failures at cross-modal coreference; a new dataset and both training-free and training-based fixes produce substantial gains on 13 models.