LiRank: Industrial Large Scale Ranking Models at LinkedIn

Author:

Borisyuk Fedor1ORCID,Zhou Mingzhou1ORCID,Song Qingquan1ORCID,Zhu Siyu1ORCID,Tiwana Birjodh1ORCID,Parameswaran Ganesh1ORCID,Dangi Siddharth1ORCID,Hertel Lars1ORCID,Xiao Qiang Charles1ORCID,Hou Xiaochen1ORCID,Ouyang Yunbo1ORCID,Gupta Aman1ORCID,Singh Sheallika1ORCID,Liu Dan1ORCID,Cheng Hailing1ORCID,Le Lei1ORCID,Hung Jonathan1ORCID,Keerthi Sathiya1ORCID,Wang Ruoyan1ORCID,Zhang Fengyu1ORCID,Kothari Mohit1ORCID,Zhu Chen1ORCID,Sun Daqi1ORCID,Dai Yun1ORCID,Luan Xun1ORCID,Zhu Sirou1ORCID,Wang Zhiwei1ORCID,Daftary Neil1ORCID,Shen Qianqi1ORCID,Jiang Chengming1ORCID,Wei Haichao1ORCID,Varshney Maneesh1ORCID,Ghoting Amol1ORCID,Ghosh Souvik1ORCID

Affiliation:

1. LinkedIn, Mountain View, CA, USA

Publisher

ACM

Reference36 articles.

1. Deepak Agarwal Bee-Chung Chen Qi He Zhenhao Hua Guy Lebanon Yiming Ma Pannagadatta Shivaswamy Hsiao-Ping Tseng Jaewon Yang and Liang Zhang. 2015. Personalizing LinkedIn Feed. In KDD.

2. Rohan Anil Sandra Gadanho Da Huang Nijith Jacob Zhuoshu Li Dong Lin Todd Phillips Cristina Pop Kevin Regan Gil I. Shamir Rakesh Shivanna and Qiqi Yan. 2022. On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models. In RecSys.

3. Limasset Antoine, Rizk Guillaume, Chikhi Rayan, and Peterlongo Pierre. 2017. Fast and Scalable Minimal Perfect Hashing for Massive Key Sets. SEA (2017).

4. Behavior sequence transformer for e-commerce recommendation in Alibaba

5. Wide & Deep Learning for Recommender Systems

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