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Negar Arabzadeh, Maryam Khodabakhsh, Ebrahim Bagheri · 2021 · arXiv 9637.348206

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Adaptive Re-Ranking

cs.IR · 2026-06-24 · unverdicted · novelty 5.0

Adaptive Re-Ranking trains a classifier to route queries to BM25, MiniLM-L6-v2, or BGE-v2-m3 based on a utility label, yielding 1.15-53x lower median latency and competitive nDCG@10 versus always using the heaviest model.

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  • Adaptive Re-Ranking cs.IR · 2026-06-24 · unverdicted · none · ref 1

    Adaptive Re-Ranking trains a classifier to route queries to BM25, MiniLM-L6-v2, or BGE-v2-m3 based on a utility label, yielding 1.15-53x lower median latency and competitive nDCG@10 versus always using the heaviest model.