Classifying Cancer Stage with Open-Source Clinical Large Language Models.
Chia-Hsuan ChangMary M. LucasGrace Lu-YaoChristopher C. YangPublished in: CoRR (2024)
Keyphrases
- language model
- open source
- language modeling
- probabilistic model
- n gram
- cancer patients
- cancer treatment
- document retrieval
- speech recognition
- information retrieval
- query expansion
- disease progression
- test collection
- retrieval model
- language modelling
- statistical language models
- context sensitive
- language models for information retrieval
- ad hoc information retrieval
- vector space model
- clinical trials
- smoothing methods
- breast cancer
- document ranking
- prostate cancer
- okapi bm
- term dependencies
- relevance model
- spoken term detection
- clinical data
- language model for information retrieval
- document length
- pseudo relevance feedback
- hidden markov models