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Bridging cognitive islands with a novel framework, PonsRAG boosts long narrative reasoning accuracy by over 11% through innovative evidence integration.
HeadRank achieves a remarkable 43-percentage-point improvement in selecting relevant documents from the middle-context zone, revolutionizing passage reranking efficiency.
