Unsupervised Italian Word Sense Disambiguation using WordNets and Unlabeled Corpora.
Radu FlorianRichard WicentowskiPublished in: SENSEVAL (2002)
Keyphrases
- word sense disambiguation
- word sense
- natural language processing
- unsupervised word sense disambiguation
- wide coverage
- unsupervised learning
- lexical knowledge
- wordnet
- supervised methods
- supervised learning
- lexical resources
- machine translation
- information extraction
- semantic relatedness
- linguistic knowledge
- highly ambiguous
- semi supervised learning
- semi supervised
- computational linguistics
- part of speech
- text processing
- learning algorithm
- sense disambiguation
- lexical semantics
- text mining
- semantic similarity
- machine learning methods
- training set
- co occurrence
- labeled data
- artificial intelligence
- lexical information
- active learning
- feature set
- natural language
- unlabeled data
- expert systems
- knowledge representation
- clustering algorithm
- graph kernels
- data mining
- spectral clustering