Counterfactual Fairness in Text Classification through Robustness.
Sahaj GargVincent PerotNicole LimtiacoAnkur TalyEd H. ChiAlex BeutelPublished in: CoRR (2018)
Keyphrases
- text classification
- text categorization
- machine learning
- bag of words
- text mining
- sentiment analysis
- labeled data
- feature selection
- data cleaning
- text data
- knn
- naive bayes
- semantic features
- document classification
- text classifiers
- data sets
- multi label
- logical framework
- text documents
- language modeling
- computational efficiency
- resource allocation
- feature extraction
- keywords