knowledge-conflict

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OpenBMB / ParamMute

[NeurIPS 2025] ParamMute (a.k.a. PIP-KAG): suppressing knowledge-critical FFNs for faithful retrieval-augmented generation (RAG knowledge conflicts)

nlp interpretability ffn hallucination rag large-language-models llm mechanistic-interpretability faithfulness retrieval-augmented-generation knowledge-conflicts context-faithfulness neurips2025 knowledge-conflict parammute pip-kag cofaithfulqa

Updated Oct 24, 2026
Python

SoroushJaberi / rag-knowledge-conflict

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Do open LLMs notice when a retrieved document contradicts what they know? Qwen3 1.7B-14B, reasoning on/off, and what reasoning costs in tokens and GPU energy.

nlp energy-efficiency reasoning rag llm retrieval-augmented-generation llm-evaluation qwen3 knowledge-conflict

Updated Oct 13, 2026
Python

Lawson-Darrow / rag-conflict-eval

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Catch RAG answers that mishandle conflicting evidence: false consensus, stale sources. A conflict-aware eval + diagnostic for RAG.

python evaluation hallucination rag llm retrieval-augmented-generation llm-evaluation rag-evaluation deepeval knowledge-conflict

Updated Jun 4, 2026
Python

passionate11 / ParamMute-project-page

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Project page: ParamMute (formerly PIP-KAG): Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation (NeurIPS 2025)

project-page rag faithfulness retrieval-augmented-generation neurips2025 knowledge-conflict parammute pip-kag

Updated Oct 18, 2026
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