Unsupervised and supervised exploitation of semantic domains in lexical disambiguation.
Alfio Massimiliano GliozzoCarlo StrapparavaIdo DaganPublished in: Comput. Speech Lang. (2004)
Keyphrases
- word sense disambiguation
- word sense
- wordnet
- unsupervised word sense disambiguation
- word sense induction
- supervised methods
- unsupervised learning
- natural language processing
- semi supervised
- supervised learning
- lexical semantics
- semantic similarity
- linguistic analysis
- unsupervised methods
- semantic information
- natural language
- semantic network
- co occurrence
- textual entailment
- supervised classification
- domain specific
- semantic features
- weakly supervised
- context sensitive
- semantic relationships
- discriminant projection
- recognizing textual entailment
- linguistic information
- real world
- word similarity
- semantic analysis
- unsupervised feature selection
- learning algorithm
- semantic roles
- context dependent
- semantic relations
- supervised training
- information retrieval
- part of speech
- syntactic categories
- keywords
- active learning
- document space
- graph kernels
- dimensionality reduction
- information extraction
- text classification
- semantic web
- transfer learning
- pos taggers
- knowledge resources
- training data
- semantic relatedness between words
- cross language information retrieval