Language Models for Hierarchical Classification of Radiology Reports With Attention Mechanisms, BERT, and GPT-4.
Matteo OlivatoLuca PutelliNicola AriciAlfonso Emilio GereviniAlberto LavelliIvan SerinaPublished in: IEEE Access (2024)
Keyphrases
- language model
- hierarchical classification
- language modeling
- n gram
- document retrieval
- hierarchical structure
- speech recognition
- information retrieval
- text classification
- statistical language models
- classification algorithm
- query expansion
- probabilistic model
- document ranking
- retrieval model
- language modelling
- context sensitive
- smoothing methods
- language models for information retrieval
- test collection
- translation model
- feature selection
- pseudo relevance feedback
- high dimensional
- neural network
- relevance feedback
- classification accuracy
- class labels
- information extraction
- labeled data
- image features