Using Active Learning to Expand Training Data for Implicit Discourse Relation Recognition.
Yang XuYu HongHuibin RuanJianmin YaoMin ZhangGuodong ZhouPublished in: EMNLP (2018)
Keyphrases
- active learning
- training data
- training examples
- learning algorithm
- supervised learning
- annotation effort
- recognition rate
- training set
- recognition accuracy
- labeled data
- generalization error
- semi supervised learning
- sample selection
- object recognition
- recognition algorithm
- unlabeled data
- pattern recognition
- decision trees
- activity recognition
- classification accuracy
- semi supervised
- data sets
- recognition process
- labeled data for training
- selective sampling
- human activities
- class labels
- learning strategies
- feature extraction
- transfer learning
- computer mediated
- training dataset
- experimental design
- automatic recognition
- support vector machine
- prior knowledge
- learning environment
- neural network