External knowledge satisfying intent, evidence nodes, and evidence relations is preferred by LLMs, improving multi-hop QA accuracy and robustness, and can be used to enhance RAG, poisoning, and defense systems.
state"from the intent/question is incorrectly included in the evidencenodes,whileMissingErrorswouldhappen when essential evidence node like
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What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA
External knowledge satisfying intent, evidence nodes, and evidence relations is preferred by LLMs, improving multi-hop QA accuracy and robustness, and can be used to enhance RAG, poisoning, and defense systems.