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arxiv: 1903.07666 · v1 · pith:BEXH43ILnew · submitted 2019-03-18 · 💻 cs.IR · cs.CL

An Updated Duet Model for Passage Re-ranking

Bhaskar Mitra , Nick Craswell This is my paper
classification 💻 cs.IR cs.CL
keywords modelpassagerankingupdatedablationchangesdeepduet
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We propose several small modifications to Duet---a deep neural ranking model---and evaluate the updated model on the MS MARCO passage ranking task. We report significant improvements from the proposed changes based on an ablation study.

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    cs.IR 2019-07 unverdicted novelty 3.0

    Position paper proposing to extend the OSIRRC replicability infrastructure with two performance benchmark scenarios, backed by a case study on neural re-ranking model runtimes.