ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint

18 July 2023

Papers citing "ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint"

6 / 6 papers shown

Title
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao Jingyue Gao Shuguang Han Ziru Xu Siran Yang Yuning Jiang Jian Xu Bo Zheng 56 14 0 06 Jun 2023
Price DOES Matter! Modeling Price and Interest Preferences in Session-based Recommendation Xiaokun Zhang Bo Xu Liang Yang Chenliang Li Fenglong Ma Haifeng Liu Hongfei Lin 41 56 0 09 May 2022
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems Yuanxing Zhang Langshi Chen Siran Yang Man Yuan Hui-juan Yi ... Yong Li Dingyang Zhang Wei Lin Lin Qu Bo Zheng 52 32 0 11 Apr 2022
ESCM $^2$ : Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation Hao Wang Tai-Wei Chang Tianqiao Liu Jia-Bin Huang Zhichao Chen Chao-hui Yu Ruopeng Li Wei Chu 61 89 0 03 Apr 2022
Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning Wenhao Zhang Wentian Bao Xiao-Yang Liu Keping Yang Quan Lin Hong Wen Ramin Ramezani CML 68 105 0 16 Oct 2019
Deep Interest Evolution Network for Click-Through Rate Prediction Guorui Zhou Na Mou Ying Fan Qi Pi Weijie Bian Chang Zhou Xiaoqiang Zhu Kun Gai 62 1,056 0 11 Sep 2018