PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records.
Viktor SchlegelHao LiYu-Ping WuAnand SubramanianThanh-Tung NguyenAbhinav Ramesh KashyapDaniel BeckXiao-Jun ZengRiza Theresa Batista-NavarroStefan WinklerGoran NenadicPublished in: CLEF (Working Notes) (2023)
Keyphrases
- medical records
- language model
- dialogue system
- patient data
- medical data
- language modeling
- free text
- dialogue games
- health care
- probabilistic model
- electronic health records
- retrieval model
- n gram
- information retrieval
- language modelling
- document retrieval
- query expansion
- natural language
- health records
- sensitive information
- speech recognition
- electronic medical record
- medical practitioners
- statistical language models
- patient records
- database
- document ranking
- smoothing methods
- language models for information retrieval
- natural language processing
- information extraction
- data analysis
- spoken term detection
- information systems
- relevance model
- medical images
- text classification
- computer assisted