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Self-Correction Can Amplify Hallucinations: Fact-Level Repair with Graph-Based Evidence Routing in Multimodal Generation

#Self-Correction #Amplify #Hallucinations #Fact-Level #Repair

arXiv:2606.00232v2 Announce Type: replace-cross Abstract: We study fact-level repair for multimodal generation, where a fluent output may contain specific facts that are not supported by the input. Existing inference-time repair methods often generate feedback by jointly conditioning on the input…