ITEM is a new iterative utility judgment loop for RAG that maps Schutz's three levels of relevance to retrieval, utility scoring, and generation, yielding measured gains on TREC DL, WebAP, GTI-NQ, and NQ.
In 2016 Eleventh In- ternational Conference on Digital Information Man- agement (ICDIM), pages 121–126
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An Iterative Utility Judgment Framework Inspired by Philosophical Relevance via LLMs
ITEM is a new iterative utility judgment loop for RAG that maps Schutz's three levels of relevance to retrieval, utility scoring, and generation, yielding measured gains on TREC DL, WebAP, GTI-NQ, and NQ.