Bootstrapping POS-taggers using unlabelled data.
Stephen ClarkJames R. CurranMiles OsbornePublished in: CoNLL (2003)
Keyphrases
- unlabelled data
- pos taggers
- named entity recognition
- semi supervised
- labelled data
- pos tagging
- co training
- semi supervised learning
- domain adaptation
- named entities
- part of speech
- information extraction
- labeled data
- natural language processing
- supervised and unsupervised learning
- multi view
- unlabeled data
- learning phase
- active learning
- negative examples
- relation extraction
- supervised learning
- generative model
- positive examples
- pairwise
- unsupervised learning
- concept drift
- training examples
- image classification
- single view
- word segmentation
- conditional random fields