Conformal Prediction for Natural Language Processing: A Survey.
Margarida M. CamposAntónio FarinhasChrysoula ZervaMário A. T. FigueiredoAndré F. T. MartinsPublished in: CoRR (2024)
Keyphrases
- natural language processing
- conformal prediction
- confidence levels
- tree ensembles
- information extraction
- ridge regression
- k nearest neighbour
- natural language
- machine learning
- knowledge representation
- text mining
- random forests
- regression model
- mutual information
- linear regression
- cross validation
- co occurrence
- knn
- artificial neural networks
- learning algorithm