A multi-dimensional semantic pseudo-relevance feedback framework for information retrieval

Abstract Pre-trained models have garnered significant attention in the field of information retrieval, particularly for improving document ranking. Typically, an initial retrieval step using sparse methods such as BM25 is employed to obtain a set of pseudo-relevant documents, followed by re-ranking...

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Bibliographic Details
Main Authors: Min Pan, Yu Liu, Jinguang Chen, Ellen Anne Huang, Jimmy X. Huang
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-024-82871-0
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