Improving shift-reduce constituency parsing with large-scale unlabeled data.
Muhua ZhuJingbo ZhuHuizhen WangPublished in: Nat. Lang. Eng. (2015)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- active learning
- co training
- supervised learning
- semi supervised classification
- training data
- labeled examples
- text classification
- training set
- text categorization
- unsupervised learning
- labeled and unlabeled data
- learning algorithm
- data points
- labeled training data
- positive examples
- training examples
- number of labeled examples
- supervised learning algorithms
- class labels
- small set of labeled
- real world
- transfer learning
- natural language processing
- decision boundary
- label propagation
- information retrieval
- sample selection bias
- semisupervised learning
- data sets
- labeled data for training
- inductive inference
- naive bayes
- knn
- pairwise
- similarity measure
- machine learning
- supervised and semi supervised