Language models are susceptible to incorrect patient self-diagnosis in medical applications.
Rojin ZiaeiSamuel SchmidgallPublished in: CoRR (2023)
Keyphrases
- language model
- medical data
- language modeling
- heart disease
- medical doctors
- probabilistic model
- document retrieval
- language modelling
- n gram
- retrieval model
- query expansion
- context sensitive
- information retrieval
- ad hoc information retrieval
- smoothing methods
- speech recognition
- statistical language models
- medical diagnosis
- pseudo relevance feedback
- relevance model
- test collection
- vector space model
- language model for information retrieval
- document ranking
- query terms
- medical images
- co occurrence
- word segmentation
- document length
- error rate
- decision trees