Contrastive Pre-training for Deep Session Data Understanding: Leveraging Rich Information in E-commerce Sessions
The author proposes a Universal User Behavior Model (UBM) pre-trained on session data, utilizing contrastive learning to capture complex relations and dependencies, leading to significant performance gains across various downstream tasks.