Learning to Denoise Distantly-Labeled Data for Entity Typing.
Yasumasa OnoeGreg DurrettPublished in: NAACL-HLT (1) (2019)
Keyphrases
- labeled data
- supervised learning
- learning algorithm
- domain adaptation
- semi supervised learning
- active learning
- training data
- unlabeled data
- labeled and unlabeled data
- learning problems
- semi supervised
- transfer learning
- prior knowledge
- learning tasks
- training examples
- supervised learning algorithms
- reinforcement learning
- labeling effort
- class labels
- background knowledge
- support vector machine
- co training
- learning process
- learning environment
- unsupervised learning
- text classification
- knowledge transfer
- inductive inference
- labeled training data
- feature engineering
- sample selection bias