Unsupervised similarity-based word sense disambiguation using context vectors and sentential word importance.
Khaled AbdalgaderAndrew SkabarPublished in: ACM Trans. Speech Lang. Process. (2012)
Keyphrases
- word sense disambiguation
- word sense
- unsupervised word sense disambiguation
- wordnet
- natural language processing
- supervised methods
- ambiguous words
- co occurrence
- target word
- lexical information
- semantic relatedness
- machine translation
- linguistic knowledge
- syntactic analysis
- contextual information
- part of speech
- semantic relations
- information extraction
- semantic similarity
- semi supervised
- feature vectors
- sense disambiguation
- context sensitive
- cross lingual
- machine learning methods
- context aware
- expert systems
- machine learning
- vector space
- unknown words
- domain knowledge
- support vector