Anders Søgaard: Semi-Supervised Learning and Domain Adaptation in Natural Language Processing - Morgan & Claypool, 2013, ISBN 9781608459858, x + 93 pp.
Steven P. AbneyPublished in: Mach. Transl. (2014)
Keyphrases
- domain adaptation
- semi supervised learning
- natural language processing
- machine learning
- labeled data
- semi supervised
- unlabeled data
- naacl hlt
- co training
- supervised learning
- natural language
- information extraction
- text mining
- unsupervised learning
- active learning
- transfer learning
- machine translation
- text categorization
- training data
- labeled examples
- question answering
- wordnet
- covariate shift
- knowledge representation
- decision trees
- data mining
- labeled training data
- semi supervised learning methods
- opinion detection
- training examples
- target domain
- learning algorithm
- dimensionality reduction
- labeled and unlabeled data
- feature extraction