Multimodal knowledge editing causes models to confuse original and edited entity identities in text queries by failing to update image-entity bindings and instead overfitting entity-entity shortcuts.
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Uncovering Entity Identity Confusion in Multimodal Knowledge Editing
Multimodal knowledge editing causes models to confuse original and edited entity identities in text queries by failing to update image-entity bindings and instead overfitting entity-entity shortcuts.