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News/FIDES: Faithful Inference via Deep Evidence Signals for Retrieval-Memory Conflict in RAG
arxiv
PublishedJune 6, 2026 at 4:00 AM
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FIDES: Faithful Inference via Deep Evidence Signals for Retrieval-Memory Conflict in RAG

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arXiv:2606.05644v1 Announce Type: new Abstract: When retrieved evidence contradicts parametric memory, language models frequently ignore context and default to memorized priors -- a failure that undermines the core purpose of retrieval augmentation. Contrastive decoding amplifies the context-conditi

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