Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding.
Yuqing WangYun ZhaoLinda R. PetzoldPublished in: MLHC (2023)
Keyphrases
- language model
- language understanding
- clinical trials
- language modeling
- natural language understanding
- document retrieval
- n gram
- language processing
- probabilistic model
- information retrieval
- semantic interpretation
- retrieval model
- clinical practice
- language modelling
- statistical language models
- medical domain
- language models for information retrieval
- natural language
- query terms
- health care
- spoken dialogue systems
- dialogue system
- test collection
- query expansion
- document ranking
- vector space model
- general knowledge
- hidden markov models
- clinical data
- low level
- domain knowledge
- xml documents
- knowledge base