Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data.
David LowellBrian E. HowardZachary C. LiptonByron C. WallacePublished in: EMNLP (1) (2021)
Keyphrases
- unlabeled data
- semi supervised
- labeled data
- training data
- semi supervised learning
- supervised learning
- data sets
- data analysis
- prior knowledge
- text classification
- data points
- knowledge discovery
- training set
- training examples
- original data
- co training
- labeled training data
- labeled and unlabeled data
- unsupervised learning
- active learning
- text categorization
- semisupervised learning
- positive examples
- learning models
- model selection
- multi view
- small number