Adapting word prediction to subject matter without topic-labeled data.
Keith TrnkaPublished in: ASSETS (2008)
Keyphrases
- labeled data
- subject matter
- unlabeled data
- semi supervised
- semi supervised learning
- training data
- text classification
- active learning
- domain adaptation
- concept space
- supervised learning
- transfer learning
- semi supervised classification
- labeled and unlabeled data
- labeled training data
- class labels
- prior knowledge
- data points
- co occurrence
- label propagation
- labeled training set
- labeled examples
- supervised methods
- co training
- training examples
- labeling process
- learning algorithm
- computer programming
- e learning
- organizational learning
- human experts
- sentiment analysis
- topic models
- unsupervised learning
- case study