Machine learning with naturally labeled data for identifying abbreviation definitions.
Lana YeganovaDonald C. ComeauW. John WilburPublished in: BMC Bioinform. (2011)
Keyphrases
- labeled data
- machine learning
- semi supervised learning
- text classification
- unlabeled data
- active learning
- supervised learning
- feature engineering
- semi supervised
- transfer learning
- learning algorithm
- training data
- domain adaptation
- semi supervised classification
- data points
- labeled training data
- class labels
- labeled and unlabeled data
- co training
- learning problems
- labeled training set
- prior knowledge
- feature selection
- training examples
- background knowledge
- labeled examples
- learning models
- learning tasks
- machine learning methods
- text categorization
- data mining
- text mining
- information extraction
- machine learning algorithms
- label information
- decision trees
- labeled instances
- support vector machine
- label propagation
- natural language processing
- supervised classification
- multi view
- learning process
- supervised learning algorithms
- training samples
- data sets
- naive bayes