Semi-supervised Word Sense Disambiguation with Neural Models.
Dayu YuanJulian RichardsonRyan DohertyColin EvansEric AltendorfPublished in: COLING (2016)
Keyphrases
- word sense disambiguation
- neural models
- semi supervised
- bio inspired
- wordnet
- semi supervised learning
- neural model
- neural network model
- natural language processing
- labeled data
- artificial neural networks
- active learning
- supervised methods
- pairwise
- part of speech
- spiking neural networks
- unlabeled data
- neural network
- information extraction
- unsupervised word sense disambiguation
- semantic similarity
- machine translation
- highly ambiguous
- label propagation
- word sense
- machine learning methods
- label information
- recurrent neural networks
- training set
- knowledge base
- semantic information
- search engine