Counterfactual Fairness in Text Classification through Robustness.
Sahaj GargVincent PerotNicole LimtiacoAnkur TalyEd H. ChiAlex BeutelPublished in: AIES (2019)
Keyphrases
- text classification
- bag of words
- text categorization
- text data
- text mining
- feature selection
- naive bayes
- machine learning
- n gram
- text documents
- unlabeled data
- document classification
- semantic features
- text classifiers
- labeled data
- resource allocation
- game theory
- knowledge representation
- data sets
- action recognition
- data sources
- natural language
- sentiment analysis
- knowledge base
- text classification tasks
- multi party non repudiation