Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation.
Alexander PanchenkoFide MartenEugen RuppertStefano FaralliDmitry UstalovSimone Paolo PonzettoChris BiemannPublished in: EMNLP (System Demonstrations) (2017)
Keyphrases
- word sense disambiguation
- unsupervised word sense disambiguation
- supervised methods
- wordnet
- natural language processing
- semantic relatedness
- machine translation
- spectral clustering
- linguistic knowledge
- word sense
- feature generation
- graph kernels
- part of speech
- semantic similarity
- unsupervised learning
- lexical knowledge
- wide coverage
- information extraction
- co occurrence
- supervised learning
- semi supervised
- expert systems
- highly ambiguous
- machine learning methods
- artificial intelligence
- semantic information
- feature set
- keywords
- image segmentation