Entropy-based Training Data Selection for Domain Adaptation.
Yan SongPrescott KlassenFei XiaChunyu KitPublished in: COLING (Posters) (2012)
Keyphrases
- domain adaptation
- training data
- labeled data
- test data
- target domain
- semi supervised
- multiple sources
- transfer learning
- cross domain
- semi supervised learning
- unlabeled data
- source domain
- manifold alignment
- document classification
- sentiment classification
- data sets
- decision trees
- general purpose
- supervised learning
- learning algorithm
- covariate shift
- sufficient training data
- test set
- active learning
- training set
- databases