Zhihui Sun
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126
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Info Retrieval×1
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2026
SVD-RAG: Efficient Tree-Organized Retrieval-Augmented Generation via Singular Value Decomposition
This paper introduces SVD-RAG, a cost-efficient and content-adaptive summarization method for hierarchical Retrieval-Augmented Generation systems using Singular Value Decomposition on dense sentence embedding matrices.
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