JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification.
Henry Peng ZouCornelia CarageaPublished in: CoRR (2023)
Keyphrases
- text classification
- semi supervised
- partially labeled
- labeled data
- unlabeled data
- active learning
- co training
- label propagation
- unsupervised learning
- text categorization
- labeled and unlabeled data
- semi supervised learning
- labeling process
- bag of words
- labeled examples
- naive bayes
- n gram
- feature selection
- machine learning
- multi label
- text data
- semi supervised classification
- text documents
- data cleaning
- transfer learning
- collaborative learning
- text mining
- sentiment analysis
- text classifiers
- knn
- real world
- multi view
- pairwise
- supervised learning
- training examples
- semantic features
- learning process
- data quality
- class labels
- similarity measure