CliBench: Multifaceted Evaluation of Large Language Models in Clinical Decisions on Diagnoses, Procedures, Lab Tests Orders and Prescriptions.
Mingyu Derek MaChenchen YeYu YanXiaoxuan WangPeipei PingTimothy S. ChangWei WangPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- document retrieval
- probabilistic model
- diagnostic process
- speech recognition
- test collection
- information retrieval
- diagnostic tests
- statistical language models
- n gram
- query expansion
- retrieval model
- language modelling
- context sensitive
- language models for information retrieval
- language model for information retrieval
- smoothing methods
- pseudo relevance feedback
- vector space model
- relevance model
- xml retrieval
- ad hoc information retrieval
- query terms
- traditional chinese medicine
- term dependencies
- evaluation metrics