AIBullisharXiv – CS AI · 7h ago7/10
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NeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence Chains
Researchers introduce NeocorRAG, a new framework that optimizes retrieval quality in Retrieval-Augmented Generation (RAG) systems by using Evidence Chains, achieving state-of-the-art performance while reducing token consumption by 80% compared to comparable methods. The framework addresses a critical gap where improvements in retrieval metrics don't consistently translate to better reasoning accuracy.