Context-Driven Decomposition (CDD) measures context compliance in RAG under knowledge conflicts and improves accuracy on adversarial benchmarks like TruthfulQA misconception injection and Epi-Scale tests across models.
Adaptive chameleon or stub- born sloth? unraveling the behavior of large language models in knowledge conflicts
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Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowledge Conflict
Context-Driven Decomposition (CDD) measures context compliance in RAG under knowledge conflicts and improves accuracy on adversarial benchmarks like TruthfulQA misconception injection and Epi-Scale tests across models.