Contrastive Learning with Bidirectional Transformers for Knowledge Tracing
Knowledge tracing aims to predict students’ probability of correctly answering the next question based on their interaction history. Previous methods employ left-to-right unidirectional transformers to encode the historical behaviors into hidden representations, especially with contrastive learning…