Research on judgment reasoning using natural language inference in Chinese medical texts.
Xin LiWenping KongPublished in: NLPIR (2021)
Keyphrases
- natural language
- knowledge representation
- natural language generation
- inference engine
- chinese texts
- deductive reasoning
- natural language text
- probabilistic reasoning
- logical inference
- nonmonotonic inference
- natural language processing
- reasoning under uncertainty
- backward chaining
- evidential reasoning
- medical expert system
- hypothetical reasoning
- abductive inference
- syntactic structures
- natural language interface
- linguistic analysis
- representing knowledge
- knowledge base
- diagnostic systems
- inference process
- plausible reasoning
- text generation
- language processing
- reasoning process
- probabilistic inference
- reasoning tasks
- question answering
- abductive reasoning
- dialogue system
- medical knowledge
- artificial intelligence
- expert systems
- medical domain
- natural language understanding
- medical experts
- medical diagnosis
- nonmonotonic reasoning
- semantic analysis
- text summarization
- consistency checking
- bayesian inference
- forward chaining
- language understanding
- text mining
- information extraction
- medical data
- first order logic
- graphical models
- description logics
- bayesian networks
- domain dependent