ConflictRAG adds conflict detection, source credibility assessment via Entropy-TOPSIS, and a CARS diagnostic score to RAG pipelines, reporting 88.7% F1 detection and 5.3-6.1% correctness gains on three benchmarks.
TruthfulRAG: Resolving factual-level conflicts in retrieval-augmented generation with knowledge graphs,
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ConflictRAG: Detecting and Resolving Knowledge Conflicts in Retrieval Augmented Generation
ConflictRAG adds conflict detection, source credibility assessment via Entropy-TOPSIS, and a CARS diagnostic score to RAG pipelines, reporting 88.7% F1 detection and 5.3-6.1% correctness gains on three benchmarks.