Evaluating Large Language Models for Public Health Classification and Extraction Tasks.
Joshua HarrisTimothy LaurenceLeo LomanFan GraysonToby NonnenmacherHarry LongLoes WalsGriffithAmy DouglasHolly FountainStelios GeorgiouJo HardstaffKathryn HopkinsY.-Ling ChiGalena KuyumdzhievaLesley LarkinSamuel CollinsHamish MohammedThomas FinnieLuke HounsomeSteven RileyPublished in: CoRR (2024)
Keyphrases
- language model
- public health
- language modeling
- classification accuracy
- language modelling
- probabilistic model
- speech recognition
- n gram
- document retrieval
- information retrieval
- retrieval model
- statistical language models
- image classification
- information systems
- query expansion
- test collection
- machine learning
- information extraction
- decision trees
- text classification
- hidden markov models
- context sensitive
- document ranking
- feature vectors
- bayesian networks
- smoothing methods
- feature selection
- search engine
- ad hoc information retrieval
- language models for information retrieval