Adaptive Semi-Supervised Learning from Stronger Augmented Transformations of Medical Texts.
Xuemiao ZhangJunfei LiuPublished in: BIBM (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- semi supervised classification
- unsupervised learning
- active learning
- learning problems
- training data
- co training
- label propagation
- labeled examples
- natural language
- learning models
- improve the classification accuracy
- text categorization
- data sets
- semi supervised learning algorithms
- graph based semi supervised learning
- transfer learning
- regularization framework
- pattern recognition
- manifold regularization
- semi supervised learning methods
- learning tasks
- training examples
- learning algorithm
- model selection
- maximum likelihood
- pairwise
- data points