Learning phrase patterns for text classification using a knowledge graph and unlabeled data.
Alex MarinRoman HolensteinRuhi SarikayaMari OstendorfPublished in: INTERSPEECH (2014)
Keyphrases
- unlabeled data
- text classification
- labeled and unlabeled data
- labeled data
- supervised learning
- semi supervised
- active learning
- co training
- semi supervised learning
- learning algorithm
- prior knowledge
- semi supervised classification
- learning process
- label propagation
- positive examples
- text categorization
- positive and unlabeled examples
- training data
- transductive learning
- domain adaptation
- sample selection bias
- learning models
- learning tasks
- supervised learning algorithms
- class labels
- background knowledge
- unsupervised learning
- neural network
- feature selection
- labeled examples
- human experts
- knn
- labeled training data
- multi view learning
- text mining
- machine learning
- labeling effort
- data analysis
- association rules
- training examples
- document classification
- transfer learning