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Multi-model pseudo-document generation and reconstruction for hybrid query expansion

delete2025-12-11
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PRE
AI
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Yongliang Wu *
王康 cover
王康 (Kang Wang)
DOI:10.1016/j.ipm.2025.104543delete
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Abstract

Abstract

En 中文
• Query expansion effectively solves the semantic matching generated by large models. • Multi-model collaborative enhances query semantic coverage and retrieval relevance. • Generation and reconstruction of pseudo documents to alleviate the semantic gap. • Experiments on three real datasets verify the performance and efficiency of baselines.

Journal

I
Information Processing and Management
IF:
6.9
Papers:
5.2K
Citations:
1.4W

Organization

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Shijiazhuang Tiedao University
Scholars:
3.9K
Papers: 2.4K
Citations: 1.7K
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