Lightweight Composite Re-Ranking for Efficient Keyword Search with BERT

Author:

Yang Yingrui1,Qiao Yifan1,Shao Jinjin1,Yan Xifeng1,Yang Tao1

Affiliation:

1. University of California, Santa Barbara, Santa Barbara, CA, USA

Funder

NSF

Publisher

ACM

Reference59 articles.

1. Jing Bai Yi Chang Hang Cui Zhaohui Zheng Gordon Sun and Xin Li. 2008. Investigation of partial query proximity in web search. In WWW . Jing Bai Yi Chang Hang Cui Zhaohui Zheng Gordon Sun and Xin Li. 2008. Investigation of partial query proximity in web search. In WWW .

2. Conor Bond . 2020. 27 Google Search Statistics You Should Know in 2019 . https://www.wordstream.com/blog/ws/2019/02/07/google-search-statistics. Conor Bond. 2020. 27 Google Search Statistics You Should Know in 2019. https://www.wordstream.com/blog/ws/2019/02/07/google-search-statistics.

3. Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits

4. Jiecao Chen Liu Yang Karthik Raman Michael Bendersky Jung-Jung Yeh Yun Zhou Marc Najork D. Cai and Ehsan Emadzadeh. 2020. DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling. In EMNLP . Jiecao Chen Liu Yang Karthik Raman Michael Bendersky Jung-Jung Yeh Yun Zhou Marc Najork D. Cai and Ehsan Emadzadeh. 2020. DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling. In EMNLP .

5. Jaekeol Choi , Euna Jung , J. Suh , and Wonjong Rhee . 2021. Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation. SIGIR ( 2021 ). Jaekeol Choi, Euna Jung, J. Suh, and Wonjong Rhee. 2021. Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation. SIGIR (2021).

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