Supervised Word Sense Disambiguation with Sentences Similarities from Context Word Embeddings.
Shoma YamakiHiroyuki ShinnouKanako KomiyaMinoru SasakiPublished in: PACLIC (2016)
Keyphrases
- word sense disambiguation
- word sense
- wordnet
- syntactic analysis
- highly ambiguous
- natural language processing
- co occurrence
- supervised methods
- linguistic knowledge
- target word
- ambiguous words
- machine translation
- semantic roles
- semantic relatedness
- semantic similarity
- semantic role labeling
- sense disambiguation
- cross lingual
- text processing
- part of speech
- vector space
- information extraction
- machine learning methods
- feature set
- natural language
- tf idf
- lexical information
- learning algorithm
- context sensitive
- semi supervised
- similarity measure