Coupled semi-supervised learning for information extraction.
Andrew CarlsonJustin BetteridgeRichard C. WangEstevam R. Hruschka Jr.Tom M. MitchellPublished in: WSDM (2010)
Keyphrases
- semi supervised learning
- information extraction
- machine learning
- semi supervised
- unlabeled data
- labeled data
- natural language processing
- co training
- unsupervised learning
- supervised learning
- text categorization
- text mining
- named entities
- learning problems
- training data
- label propagation
- information retrieval
- semi supervised classification
- improve the classification accuracy
- question answering
- manifold regularization
- active learning
- semi supervised learning methods
- relation extraction
- domain adaptation
- graph based semi supervised learning
- semi supervised learning algorithms
- natural language
- relational learning
- labeled examples
- learning algorithm
- transductive support vector machine
- unlabeled samples
- graph construction
- data sets
- text documents
- conditional random fields
- transfer learning
- multi view learning
- machine translation
- pairwise
- multi view
- learning models
- learning tasks