Biomedical word sense disambiguation with bidirectional long short-term memory and attention-based neural networks.
Canlin ZhangDaniel BisXiuwen LiuZhe HePublished in: BMC Bioinform. (2019)
Keyphrases
- word sense disambiguation
- neural network
- biomedical text
- recurrent neural networks
- wordnet
- information extraction
- natural language processing
- semantic relatedness
- machine translation
- artificial neural networks
- linguistic knowledge
- wide coverage
- word sense
- highly ambiguous
- feature generation
- semantic similarity
- lexical knowledge
- fuzzy logic
- text mining
- unsupervised word sense disambiguation
- feature set
- co occurrence
- feed forward
- sense disambiguation
- part of speech
- machine learning methods
- minimally supervised
- training data
- learning algorithm
- genetic algorithm