Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles.
Weipeng ZhouMajid AfsharDmitriy DligachYanjun GaoTimothy MillerPublished in: ClinicalNLP@ACL (2023)
Keyphrases
- language model
- classification models
- decision trees
- models built
- language modeling
- imbalanced data
- speech recognition
- n gram
- training data
- feature selection
- document retrieval
- probabilistic model
- information retrieval
- retrieval model
- statistical language models
- mixture model
- ad hoc information retrieval
- smoothing methods
- query expansion
- language modelling
- context sensitive
- test collection
- query specific
- feature ranking
- feature set
- ensemble methods
- relevance model
- query terms
- feature space
- genetic algorithm
- feature subset
- generative model
- base classifiers
- statistical machine translation
- neural network