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News/ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
arxiv
PublishedJuly 11, 2026 at 4:00 AM
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ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation

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arXiv:2502.15543v4 Announce Type: replace Abstract: Large language models (LLMs) integrated with retrieval-augmented generation (RAG) have improved factuality by grounding outputs in external evidence. However, they remain susceptible to unfaithful generation, where outputs contradict retrieved cont

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