Self-Supervised and Few-Shot Contrastive Learning Frameworks for Text Clustering.
Haoxiang ShiTetsuya SakaiPublished in: IEEE Access (2023)
Keyphrases
- text clustering
- learning frameworks
- active learning
- text mining
- kernel methods
- clustering algorithm
- text categorization
- text data
- hierarchical clustering
- document clustering
- semi supervised learning
- metric learning
- semi supervised
- unlabeled data
- wordnet
- background knowledge
- self organizing maps
- text classification
- text documents
- k means
- text collections
- collaborative filtering
- document representation
- information retrieval
- blended learning
- user feedback
- clustering method
- document collections
- keywords
- machine learning