Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision.
Khalil MriniHarpreet SinghFranck DernoncourtSeunghyun YoonTrung BuiWalter ChangEmilia FarcasNdapa NakasholePublished in: CoRR (2022)
Keyphrases
- domain knowledge
- semantic knowledge
- semantic information
- domain ontology
- knowledge extraction
- umls metathesaurus
- medical knowledge
- deeper understanding
- knowledge structures
- knowledge base
- semantic network
- semantically rich
- natural language
- higher level
- domain specific
- knowledge discovery
- knowledge representation
- subject matter
- multiple choice questions
- expert systems
- conceptual understanding
- semantic data
- related concepts
- human cognition
- medical imaging
- human beings
- knowledge based systems
- semantic web
- query answering
- knowledge sharing