CHOP improves RAG retrieval on multi-document collections by generating compact chunk signatures and deciding chunk continuity, reaching 90.77% Top-1 Hit Rate.
Xinbei Ma, Yeyun Gong, Pengcheng He, Hai Zhao, and Nan Duan
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CHOP: Chunkwise Context-Preserving Framework for RAG on Multi Documents
CHOP improves RAG retrieval on multi-document collections by generating compact chunk signatures and deciding chunk continuity, reaching 90.77% Top-1 Hit Rate.