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UserBERT: Modeling Long- and Short-Term User Preferences via Self-Supervision
This paper extends the BERT model to e-commerce user data for pre-training representations in a self-supervised manner.
UserBERT: Self-supervised User Representation Learning
This paper extends the BERT model to user data for pretraining user representations in a self-supervised way.
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant
We implemented a selective reconstruction approach for the input layer during the training of the deep neural networks, in order to scale-out for large-sized sparse feature vectors.
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