Semi-supervised learning for automatic conceptual property extraction.
Colin KellyBarry DevereuxAnna KorhonenPublished in: CMCL@NAACL-HLT (2012)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- machine learning
- semi supervised classification
- active learning
- manifold regularization
- co training
- labeled examples
- learning problems
- label propagation
- graph based semi supervised learning
- training data
- semi supervised learning algorithms
- improve the classification accuracy
- domain adaptation
- transductive support vector machine
- multi view
- labeled and unlabeled data
- metric learning
- information extraction
- data mining
- transfer learning
- learning algorithm
- pairwise
- high dimensional