Uncertainty-aware Self-training for Text Classification with Few Labels.
Subhabrata MukherjeeAhmed Hassan AwadallahPublished in: CoRR (2020)
Keyphrases
- text classification
- co training
- multi label
- training set
- partially labeled
- labeled data
- unlabeled documents
- semi supervised learning
- bag of words
- text categorization
- multi label classification
- sentiment analysis
- text mining
- text data
- training examples
- n gram
- text documents
- machine learning
- class labels
- label propagation
- semantic features
- naive bayes
- unlabeled data
- feature selection
- training data
- knn
- databases
- text classifiers
- pairwise
- uncertain data
- image classification
- belief functions
- cost sensitive
- unsupervised learning
- training documents
- artificial intelligence
- knowledge discovery
- classification accuracy
- semi supervised
- data cleaning
- data sets