Early Stopping Based on Unlabeled Samples in Text Classification.
Hongseok ChoiDongha ChoiHyunju LeePublished in: ACL (1) (2022)
Keyphrases
- text classification
- early stopping
- unlabeled samples
- labeled data
- labeled training data
- unlabeled data
- labeled and unlabeled data
- semi supervised learning
- semi supervised
- incremental learning
- text categorization
- support vector machine
- feature selection
- machine learning
- data distribution
- naive bayes
- active learning
- text classifiers
- transfer learning
- boosting algorithms
- text mining
- class labels
- training examples
- knn
- multi label
- pairwise
- data sets
- unsupervised learning
- em algorithm
- cost sensitive
- supervised learning