Learning taxonomical relations from domain texts using WordNet and word sense disambiguation.
Janardhana PunuruJianhua ChenPublished in: GrC (2012)
Keyphrases
- wordnet
- word sense disambiguation
- semantic relations
- lexical knowledge
- word sense
- text documents
- natural language processing
- semantic relatedness
- co occurrence
- lexical resources
- semantic information
- semantic similarity
- knowledge base
- unsupervised word sense disambiguation
- lexical information
- lexical database
- semantic features
- wide coverage
- keywords
- linguistic knowledge
- machine learning
- part of speech
- machine learning methods
- domain specific
- external knowledge
- natural language
- information retrieval
- semantic relationships
- machine translation
- ontology learning
- feature extraction
- target word
- learning algorithm