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Yingdong Yang

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Jul 2026

Candidate-Constrained Retrieval-Augmented Generation for LongEval-RAG: System Design and Empirical Analysis

The result suggests that the main gain does not come from more complex semantic or topic-shift chunking, but from pairing stable rule-based evidence units with sentence-level neural selection before generation, highlighting the need for multi-metric RAG evaluation.

Yingdong Yang, Haijian Wu · 0 citations

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