The quest for better clinical word vectors: Ontology based and lexical vector augmentation versus clinical contextual embeddings.
Namrata NathSang-Heon LeeMark D. McDonnellIvan LeePublished in: Comput. Biol. Medicine (2021)
Keyphrases
- vector space
- clinical practice
- clinical data
- feature vectors
- domain specific
- context sensitive
- patient data
- word sense disambiguation
- n gram
- euclidean space
- keywords
- lexical features
- contextual information
- linguistic information
- word meaning
- text classification
- clinical trials
- co occurrence
- medical domain
- word recognition
- word pairs
- unknown words
- word frequency
- syntactic categories