Identifying Abbreviation Definitions Machine Learning with Naturally Labeled Data.
Lana YeganovaDonald C. ComeauW. John WilburPublished in: ICMLA (2010)
Keyphrases
- labeled data
- machine learning
- semi supervised learning
- text classification
- unlabeled data
- supervised learning
- active learning
- transfer learning
- feature engineering
- semi supervised
- learning algorithm
- training data
- domain adaptation
- labeled training data
- class labels
- learning problems
- unsupervised learning
- co training
- labeled and unlabeled data
- semi supervised learning methods
- labeled examples
- learning tasks
- data points
- prior knowledge
- feature selection
- background knowledge
- support vector machine
- semi supervised classification
- supervised learning algorithms
- semi supervised learning algorithms
- data mining
- reinforcement learning
- target domain
- supervised classification
- training examples
- text mining
- decision trees
- knowledge transfer
- learning models
- machine learning algorithms
- naive bayes
- text categorization
- supervised machine learning
- supervised methods
- training and test data
- neural network