Debiasing Grid-based Product Search in E-commerce

Author:

Guo Ruocheng1,Zhao Xiaoting2,Henderson Adam2,Hong Liangjie3,Liu Huan1

Affiliation:

1. Arizona State University, Tempe, AZ, USA

2. Etsy Inc., Brooklyn, NY, USA

3. LinkedIn Inc., Sunnyvale, CA, USA

Funder

Natural Science Foundation

Publisher

ACM

Reference27 articles.

1. Unbiased Learning to Rank with Unbiased Propensity Estimation

2. Qingyao Ai Yongfeng Zhang Keping Bi Xu Chen and W Bruce Croft. 2017. Learning a hierarchical embedding model for personalized product search. In SIGIR. ACM 645--654. Qingyao Ai Yongfeng Zhang Keping Bi Xu Chen and W Bruce Croft. 2017. Learning a hierarchical embedding model for personalized product search. In SIGIR. ACM 645--654.

3. From ranknet to lambdarank to lambdamart: An overview;Burges Christopher JC;Learning,2010

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