Semi-supervised Clustering for Word Instances and Its Effect on Word Sense Disambiguation.
Kazunari SugiyamaManabu OkumuraPublished in: CICLing (2009)
Keyphrases
- word sense disambiguation
- semi supervised clustering
- wordnet
- semi supervised
- natural language processing
- unsupervised clustering
- machine translation
- metric learning
- word sense
- background knowledge
- semi supervised learning
- pairwise constraints
- information extraction
- k means
- semantic similarity
- nonnegative matrix factorization
- sense disambiguation
- document clustering
- part of speech
- clustering algorithm
- machine learning methods
- probabilistic model
- prior knowledge
- keywords
- similarity measure