Tutorial on Inductive Semi-supervised Learning Methods: with Applicability to Natural Language Processing.
Anoop SarkarGholamreza HaffariPublished in: HLT-NAACL (2006)
Keyphrases
- natural language processing
- semi supervised learning methods
- semi supervised learning
- machine learning
- labeled data
- knowledge representation
- co training
- unlabeled data
- semi supervised
- semi supervised classification
- text mining
- information extraction
- natural language
- supervised learning
- question answering
- semi supervised learning algorithms
- wordnet
- labeled examples
- named entity recognition
- named entities
- machine translation
- word sense disambiguation
- unsupervised learning
- active learning
- label propagation
- labeled and unlabeled data
- inductive inference
- training data
- artificial intelligence
- transfer learning
- three dimensional
- conditional random fields
- machine learning algorithms
- multi view
- data points
- multi instance
- labeled training data
- data sets