Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation

Author:

Liu Qingyun1ORCID,Zhao Zhe1ORCID,Liu Liang2ORCID,Zhang Zhen2ORCID,Shan Junjie2ORCID,Li Yuening2ORCID,Bi Shuchao2ORCID,Hong Lichan1ORCID,Chi Ed H.1ORCID

Affiliation:

1. Google DeepMind, Mountain View, CA, USA

2. Google Inc, Mountain View, CA, USA

Publisher

ACM

Reference51 articles.

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3. Mateusz Buda , Atsuto Maki , and Maciej A Mazurowski . 2018. A systematic study of the class imbalance problem in convolutional neural networks. Neural networks , Vol. 106 ( 2018 ), 249--259. Mateusz Buda, Atsuto Maki, and Maciej A Mazurowski. 2018. A systematic study of the class imbalance problem in convolutional neural networks. Neural networks, Vol. 106 (2018), 249--259.

4. Learning to rank using gradient descent

5. Qingpeng Cai , Shuchang Liu , Xueliang Wang , Tianyou Zuo , Wentao Xie , Bin Yang , Dong Zheng , Peng Jiang , and Kun Gai . 2023 a. Reinforcing User Retention in a Billion Scale Short Video Recommender System. arXiv preprint arXiv:2302.01724 ( 2023 ). Qingpeng Cai, Shuchang Liu, Xueliang Wang, Tianyou Zuo, Wentao Xie, Bin Yang, Dong Zheng, Peng Jiang, and Kun Gai. 2023 a. Reinforcing User Retention in a Billion Scale Short Video Recommender System. arXiv preprint arXiv:2302.01724 (2023).

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