Large language models are few-shot clinical information extractors.
Monica AgrawalStefan HegselmannHunter LangYoon KimDavid A. SontagPublished in: EMNLP (2022)
Keyphrases
- language model
- clinical information
- language modeling
- medical information
- clinical data
- document retrieval
- n gram
- probabilistic model
- video sequences
- retrieval model
- medical records
- information retrieval
- statistical language models
- language modelling
- language models for information retrieval
- patient records
- video shots
- video data
- key frames
- test collection
- visual features
- query expansion
- video content
- smoothing methods
- relevance model
- knowledge discovery
- database
- medical diagnosis
- statistical analysis
- temporal aspects
- query processing