An Updated Duet Model for Passage Re-ranking
Published in
arXiv.org(2019)External Links:
TL
TL;DR
Several small modifications to Duet---a deep neural ranking model---and the updated model on the MS MARCO passage ranking task are proposed and significant improvements from the proposed changes based on an ablation study are reported.
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.
References22 items
1
5分で分かる!? 有名論文ナナメ読み：Jacob Devlin et al. : BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding
2
Passage Re-ranking with BERT
3
An Introduction to Neural Information Retrieval
4
Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search
5