Semi-Supervised Learning to Classify Evaluative Expressions from Labeled and Unlabeled Texts.
Yasuhiro SuzukiHiroya TakamuraManabu OkumuraPublished in: IEICE Trans. Inf. Syst. (2007)
Keyphrases
- learning to classify
- semi supervised
- labeled examples
- unlabeled training data
- text classification
- unlabeled data
- semi supervised learning
- labeled data
- partially labeled
- unlabeled documents
- supervised learning
- unlabeled examples
- text documents
- labeled training data
- natural language
- active learning
- small set of labeled
- unlabeled samples
- labeled and unlabeled data
- co training
- unsupervised learning
- pairwise
- text categorization
- unlabeled instances
- facial expressions
- labeled training set
- semi supervised classification
- fully labeled
- pairwise constraints
- training data
- multi view
- transfer learning
- training examples
- multiple instance learning
- feature selection
- label propagation
- natural language text
- class labels
- text mining
- linguistic expressions
- machine learning
- data sets
- transductive learning
- natural language processing
- labeled training examples
- keywords
- real world