Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams.
Zheheng LuoChenhan YuanQianqian XieSophia AnaniadouPublished in: CoRR (2024)
Keyphrases
- language model
- healthcare providers
- health care
- electronic health records
- language modeling
- health services
- healthcare delivery
- document retrieval
- medical care
- health information
- patient data
- probabilistic model
- language modelling
- health information systems
- health insurance
- information retrieval
- home care
- health records
- n gram
- retrieval model
- speech recognition
- query expansion
- smoothing methods
- test collection
- clinical data
- patient care
- healthcare professionals
- medical records
- pseudo relevance feedback
- context sensitive
- chronic disease
- vector space model
- statistical language models
- ad hoc information retrieval
- document ranking
- bayesian networks
- language models for information retrieval
- health related
- okapi bm
- document length
- term dependencies
- translation model
- relevance model
- language model for information retrieval