COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain.
Dimitrios P. PanagouliasPersephone PapatheodosiouAnastasios P. PalamidasMattheos SanoudosEvridiki Tsoureli-NikitaMaria VirvouGeorge A. TsihrintzisPublished in: CoRR (2024)
Keyphrases
- language model
- medical domain
- language modeling
- n gram
- information retrieval
- domain specific
- probabilistic model
- document retrieval
- clinical practice
- text mining
- speech recognition
- test collection
- mixture model
- query expansion
- retrieval model
- context sensitive
- language modelling
- ad hoc information retrieval
- smoothing methods
- medical records
- query terms
- database
- machine learning
- relevance model
- dimensionality reduction
- information extraction
- word clouds