Coupled Semi-Supervised Learning for Chinese Knowledge Extraction.
Leeheng MaYi-Ting TsaoYen-Ling KuoJane Yung-jen HsuPublished in: AAAI Workshop: Knowledge Extraction from Text (2016)
Keyphrases
- knowledge extraction
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- machine learning
- semi supervised classification
- training data
- co training
- knowledge discovery
- active learning
- data mining
- manifold regularization
- semi supervised learning methods
- label propagation
- text categorization
- domain adaptation
- labeled examples
- learning models
- improve the classification accuracy
- graph based semi supervised learning
- semi supervised learning algorithms
- learning algorithm
- prior knowledge
- graph construction
- regularization framework
- computer vision