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University of Waterloo
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LLM-generated text alone can be a surprisingly effective and cost-efficient source of feedback for pseudo-relevance feedback, rivaling corpus-derived feedback in low-resource information retrieval tasks.
NanoKnow reveals that even with external evidence, LLMs are more accurate when answers were seen during pre-training, highlighting the crucial role of parametric knowledge.