Generalizing a Strongly Lexicalized Parser using Unlabeled Data.
Tejaswini DeoskarChristos ChristodoulopoulosAlexandra BirchMark SteedmanPublished in: EACL (2014)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- dependency relations
- active learning
- co training
- semi supervised classification
- supervised learning
- training data
- natural language
- labeled training data
- text classification
- learning algorithm
- labeled and unlabeled data
- data points
- text categorization
- natural language processing
- labeled examples
- number of labeled examples
- training set
- training examples
- supervised learning algorithms
- class labels
- small set of labeled
- unsupervised learning
- label propagation
- machine learning
- transfer learning
- decision trees
- sample selection bias
- probabilistic model
- domain adaptation
- reinforcement learning
- multi view learning
- information extraction