JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification.
Henry Peng ZouCornelia CarageaPublished in: EMNLP (2023)
Keyphrases
- text classification
- semi supervised
- partially labeled
- labeled data
- unlabeled data
- co training
- label propagation
- unsupervised learning
- active learning
- semi supervised learning
- labeling process
- labeled and unlabeled data
- bag of words
- labeled examples
- naive bayes
- text categorization
- machine learning
- feature selection
- text mining
- text classifiers
- knn
- text documents
- n gram
- collaborative learning
- sentiment analysis
- text data
- multi label
- transfer learning
- class labels
- semi supervised clustering
- semi supervised classification
- neural network
- image segmentation
- pairwise constraints
- automatic text classification
- learning algorithm
- pairwise
- learning process
- label information
- supervised learning
- rough sets
- computer supported collaborative learning