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.
An Updated Duet Model for Passage Re-ranking
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abstract
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.
fields
cs.IR 1years
2019 1verdicts
UNVERDICTED 1representative citing papers
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Let's measure run time! Extending the IR replicability infrastructure to include performance aspects
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.