Beyond Uniform RRF: Query-Adaptive Weighting for Rank Fusion
Reciprocal Rank Fusion (RRF) is the dominant method for combining multiple retrieval systems, yet standard RRF assigns uniform weights to all retrievers regardless of query characteristics. We propose Adaptive RRF, a lightweight extension that derives per-query retriever weights by scoring a small pilot set of top-ranked documents with a cross-encoder.
Devesh Vinodbhai Tripathi, Devesh Tripathi, Devesh V. Tripathi +1 more
openaire +1 more source
Characterization of Pestivirus scrofae infection in the tissues of a persistently infected boar. [PDF]
Dénes L +4 more
europepmc +1 more source
Challenging the Database: Day-of-Analysis Calibration and UF Modeling for Reliable RRF Use in Medical Device Chemical Characterization. [PDF]
Rush M +5 more
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Comparative Phenotypic and PCR-Based Methicillin Resistance Characterization of Clinical Canine <i>Staphylococcus pseudintermedius</i>. [PDF]
Mag P +5 more
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Identification and detection of genetic markers associated with antimicrobial susceptibility and evaluation of efflux pump mechanisms in Mycoplasma iowae. [PDF]
Buni D +13 more
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A clinically informed automated evaluation pipeline for medical image segmentation based on Medical Similarity Index. [PDF]
Fazekas S +4 more
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Effect of Bailing capsule complicated with low-calcium peritoneal dialysis solution on residual renal function and microinflammatory status in peritoneal dialysis patients with chronic renal failure. [PDF]
Li X +5 more
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Physical Fitness Is Negatively Associated With DNA Methylation-Based Risk of Aging-Related Diseases. [PDF]
Nasser S +7 more
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Selective alterations in CA1 spine morphology following dietary fructose intake. [PDF]
Kapiller M +6 more
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Design, Synthesis, and Self-Assembly of Amphiphilic 1,4-Dihydropyridines Containing Branched Ester Moieties. [PDF]
Lacis D +9 more
europepmc +1 more source

