Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation.
Lei GaoXinnan ZhangXian WuShen GeYefeng ZhengPublished in: EMNLP (Findings) (2023)
Keyphrases
- information extraction
- medical domain
- graph representation
- medical diagnosis
- dialogue system
- human machine
- medical experts
- graph structure
- speech acts
- natural language
- man machine
- medical records
- medical imaging
- mixed initiative
- free text
- natural language processing
- weighted graph
- conversational agent
- directed acyclic graph
- medical data
- medical students
- data mining
- vector representation
- tour guide robot
- human computer
- medical information
- directed graph
- connected components
- machine translation
- structured data
- user preferences
- random walk
- domain specific
- text mining
- knowledge discovery
- knowledge representation
- information retrieval