ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode.
Lu RuanHangcheng ZhouMeng RanJin ZhaoJiaoyu QinFeng WeiChenzi WangPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- supervised learning
- text classification
- labeled and unlabeled data
- semi supervised
- unsupervised learning
- labeled data
- unlabeled data
- co training
- partially labeled
- learning problems
- active learning
- label propagation
- learning models
- multi label classification
- supervised and unsupervised learning
- multi label
- domain adaptation
- learning tasks
- text categorization
- class labels
- multi view learning
- graph transduction
- learning algorithm
- learning process
- machine learning
- covariate shift
- unlabeled instances
- feature selection
- pairwise
- semi supervised classification
- training examples
- boosting framework
- multi instance learning
- weakly supervised
- training data
- labeled training data
- reinforcement learning
- decision trees
- sentiment classification
- text mining
- model selection
- transfer learning