The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem.
Joe B. HakimJeffery L. PainterDarmendra RamcharranVijay KaraGreg PowellPaulina SobczakChiho SatoAndrew BateAndrew BeamPublished in: CoRR (2024)
Keyphrases
- language model
- artificial intelligence
- language modeling
- safety critical
- n gram
- probabilistic model
- document retrieval
- retrieval model
- language modelling
- medical diagnosis
- machine learning
- query expansion
- statistical language models
- formal methods
- information retrieval
- expert systems
- smoothing methods
- test collection
- user interaction
- multimedia
- knowledge base