Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data.
David LowellBrian E. HowardZachary C. LiptonByron C. WallacePublished in: CoRR (2020)
Keyphrases
- unlabeled data
- labeled data
- semi supervised
- training data
- data points
- supervised learning
- active learning
- semi supervised learning
- data sets
- text classification
- knowledge discovery
- prior knowledge
- data analysis
- small number
- co training
- original data
- training examples
- labeled training data
- semisupervised learning
- learning algorithm
- background knowledge
- data distribution
- text categorization
- data sources
- information retrieval