DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation

Feng Zhu, Mingjie Zhong, Xinxing Yang +8

In recommendation scenarios, there are two long-standing challenges, i.e., selection bias and data sparsity, which lead to a significant drop in prediction accuracy for both Click-…