The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation.
Michaela AttererHinrich SchützePublished in: ACL (2006)
Keyphrases
- supervised learning
- supervised training
- supervised methods
- unsupervised learning
- word sense disambiguation
- semi supervised
- unsupervised methods
- supervised classification
- test set
- named entity disambiguation
- training phase
- learning algorithm
- training algorithm
- training corpus
- word sense
- machine learning
- training process
- training examples
- active learning
- training set
- semi supervised learning
- discriminant projection
- author identification
- unsupervised feature selection
- unsupervised word sense disambiguation
- word sense induction
- restricted boltzmann machine
- part of speech
- wordnet
- natural language
- training data
- training stage
- labeled data
- co occurrence
- information retrieval