Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data.
Jun SuzukiHideki IsozakiPublished in: ACL (2008)
Keyphrases
- unlabeled data
- semi supervised
- labeling process
- labeled data
- semi supervised learning
- active learning
- label propagation
- image segmentation
- co training
- unsupervised learning
- semi supervised classification
- labeled and unlabeled data
- labeled examples
- supervised learning
- labeled training data
- labeled data for training
- semi supervised learning algorithms
- pairwise
- partially labeled
- training examples
- semantic segmentation
- fully supervised
- labeling effort
- multi view
- learning algorithm
- semi supervised clustering
- semi supervised learning methods
- manifold regularization
- pairwise constraints
- transfer learning
- small set of labeled
- class labels
- training data
- machine learning
- metric learning
- unlabeled examples
- transductive svm
- label information
- weakly supervised
- text classification
- co occurrence
- supervised and semi supervised
- multiple instance learning
- transductive learning
- supervised methods
- learning tasks
- background knowledge
- training set
- information retrieval