2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking
NeurIPS 2023poster
User modeling, which aims to capture users' characteristics or interests, heavily relies on task-specific labeled data and suffers from the data sparsity issue. Several recent studies tackled this problem by pre-training the user model on massive user behavior sequences with a contrastive learning t…