COPR: Consistency-Oriented Pre-Ranking for Online Advertising

no code implementations • 6 Jun 2023 • Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng

In this architecture, the pre-ranking model is expected to be a lightweight approximation of the ranking model, which handles more candidates with strict latency requirements.

FINT: Field-aware INTeraction Neural Network For CTR Prediction

1 code implementation • 5 Jul 2021 • Zhishan Zhao, Sen yang, Guohui Liu, Dawei Feng, Kele Xu

As a critical component for online advertising and marking, click-through rate (CTR) prediction has draw lots of attentions from both industry and academia field.

Click-Through Rate Prediction