Neural Sequence Learning Models for Word Sense Disambiguation.
Alessandro RaganatoClaudio Delli BoviRoberto NavigliPublished in: EMNLP (2017)
Keyphrases
- word sense disambiguation
- learning models
- wordnet
- natural language processing
- machine learning
- machine learning algorithms
- learning algorithm
- learning tasks
- semi supervised learning
- classification models
- information extraction
- machine translation
- loss function
- highly ambiguous
- learning problems
- conditional random fields
- word sense
- semantic similarity
- unsupervised word sense disambiguation
- machine learning methods
- natural language
- training data
- data sets
- microarray
- text mining
- semi supervised
- learning process
- feature vectors
- real world