An Experimental Study on Unsupervised Graph-based Word Sense Disambiguation.
George TsatsaronisIraklis VarlamisKjetil NørvågPublished in: CICLing (2010)
Keyphrases
- word sense disambiguation
- unsupervised word sense disambiguation
- supervised methods
- wordnet
- semi supervised
- spreading activation
- natural language processing
- information extraction
- machine translation
- unsupervised learning
- highly ambiguous
- semantic relatedness
- co occurrence
- lexical knowledge
- supervised learning
- feature generation
- wide coverage
- part of speech
- machine learning methods
- semantic similarity
- artificial intelligence
- lexical information
- spectral clustering
- normalized cut
- word sense
- semantic relations
- semi supervised learning
- graph kernels
- data mining
- information retrieval systems
- text mining
- domain knowledge
- pairwise
- learning algorithm