Effective Few-Shot Classification with Transfer Learning.
Aakriti GuptaKapil ThadaniNeil O'HarePublished in: COLING (2020)
Keyphrases
- transfer learning
- text classification
- learning tasks
- machine learning
- labeled data
- machine learning algorithms
- cross domain learning
- text categorization
- knowledge transfer
- decision trees
- cross domain text classification
- learning algorithm
- multi task learning
- class labels
- semi supervised learning
- label information
- cross domain
- feature selection
- feature vectors
- structure learning
- feature extraction
- multi task
- video sequences
- training data
- data mining
- unlabeled data
- transfer knowledge
- manifold alignment
- active learning
- training set
- natural language processing
- video content
- domain adaptation
- supervised learning
- decision boundary
- unsupervised learning