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: CoRR (2023)
Keyphrases
- medical records
- language model
- dialogue system
- patient data
- language modeling
- medical data
- dialogue games
- health care
- free text
- electronic health records
- retrieval model
- document retrieval
- sensitive information
- n gram
- language modelling
- speech recognition
- health records
- probabilistic model
- information retrieval
- query expansion
- electronic medical record
- test collection
- smoothing methods
- statistical language models
- natural language
- document ranking
- relevance model
- language models for information retrieval
- clinical data
- database
- patient records
- third party
- heart disease
- relational databases
- statistical language modeling
- medical practitioners
- intraoperative
- raw data
- privacy preserving
- information retrieval systems
- natural language processing
- feature selection
- machine learning