Text Mining Techniques for Leveraging Positively Labeled Data.
Lana YeganovaDonald C. ComeauWon KimW. John WilburPublished in: BioNLP@ACL (2011)
Keyphrases
- labeled data
- text mining
- text classification
- unlabeled data
- semi supervised learning
- semi supervised
- transfer learning
- text documents
- labeled training data
- training data
- active learning
- information extraction
- natural language processing
- text categorization
- knowledge discovery
- semi supervised classification
- class labels
- data points
- training examples
- prior knowledge
- domain adaptation
- information retrieval
- supervised learning
- sentiment analysis
- labeled and unlabeled data
- label propagation
- background knowledge
- machine learning
- naive bayes
- learning algorithm
- data mining
- document clustering
- labeled examples
- label information
- semi supervised learning methods
- co training
- data analysis
- labeling process
- topic models
- domain specific
- target domain
- decision trees
- artificial intelligence