Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records.
Angelo ZilettiLeonardo D'AmbrosiPublished in: CoRR (2024)
Keyphrases
- question answering
- information retrieval
- electronic health records
- passage retrieval
- syntactic information
- text retrieval
- information extraction
- database
- natural language questions
- sql queries
- document retrieval
- relational databases
- free text
- text mining
- query expansion
- test collection
- question answering systems
- retrieval systems
- textual entailment recognition
- cross language
- medical records
- retrieval model
- named entities
- document collections
- information retrieval systems
- natural language
- databases
- clinical data
- natural language processing
- qa clef
- answer extraction
- public health
- semantic roles
- medical data
- clinical trials
- health care
- relevance feedback
- web documents
- search engine
- knowledge discovery
- keywords
- language model
- question answer pairs
- semantic information