Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships.
Loïc VialBenjamin LecouteuxDidier SchwabPublished in: CoRR (2018)
Keyphrases
- generalization ability
- word sense disambiguation
- wordnet
- semantic relations
- natural language processing
- semantic relationships
- ensemble learning
- learning algorithm
- support vector
- support vector machine
- support vector machine svm
- bp neural network
- word sense
- neural network
- machine translation
- ensemble methods
- unsupervised word sense disambiguation
- semantic information
- co occurrence
- knowledge base
- semantic similarity
- feature set
- part of speech
- sense disambiguation
- highly ambiguous
- machine learning methods
- information extraction
- artificial neural networks
- keywords
- prediction accuracy
- optimization algorithm
- contextual information
- expert systems