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Kim Ø. Rasmussen

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#artificial intelligence Preprint Sep 2026

Generated Query Expansion Still Helps Strong Sparse Retrieval: A Controlled Study with SPLADE-v3

Scientific queries are often brief, while relevant papers use specialized vocabulary. Generated query expansion can bridge this mismatch, but earlier work suggests that its value shrinks as the underlying retriever becomes stronger. We test the four generated formats of term lists, a pseudo-document, multiple pseudo-re...

Ryan C. Barron, Cade W. Trotter, M. Eren et al. · 0 citations

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