Linguistic Uncertainty in Clinical NLP: A Taxonomy, Dataset and Approach.
Mark TurnerJulia IveSumithra VelupillaiPublished in: CLEF (2021)
Keyphrases
- natural language processing
- natural language
- linguistic analysis
- linguistic knowledge
- information extraction
- text mining
- benchmark datasets
- question answering
- semantic analysis
- machine learning
- medical diagnostic
- reference resolution
- patient data
- decision theory
- free text
- clinical data
- machine translation
- medical records
- rule interestingness measures
- database
- lexical semantics
- artificial intelligence
- feature set
- linguistic information
- clinical applications
- clinical trials
- uncertain data
- language processing
- training dataset
- belief functions
- named entity recognition