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Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification.
Yada Pruksachatkun
Satyapriya Krishna
Jwala Dhamala
Rahul Gupta
Kai-Wei Chang
Published in:
ACL/IJCNLP (Findings) (2021)
Keyphrases
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text classification
significant improvement
n gram
machine learning methods
learning algorithm
keywords
text categorization
neural network
feature selection
hidden markov models
high dimensional data
action recognition
resource allocation
bag of words
game theory
text classifiers