Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks.
Laura AinaNikos VoskaridesRoi BlancoPublished in: AACL/IJCNLP (2) (2022)
Keyphrases
- language model
- language modeling
- n gram
- text classification tasks
- document retrieval
- probabilistic model
- speech recognition
- bag of words
- information retrieval
- query expansion
- test collection
- retrieval model
- active learning
- text classification
- feature engineering
- semi supervised
- image classification
- high dimensional
- learning algorithm
- smoothing methods