Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification

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Knowledge Triples

Source Entity	Relationship	Target Entity
Bias Mitigation Task	includes	Data Augmentation Method
Bias Mitigation Task	includes	Debiasing Model Embeddings Method
Bias Mitigation Task	includes	Fairness-Based Optimization Method
Certified Word Substitution Robustness Method	appliesTo	Text Classification Task
Fairness-Based Optimization Method	appliesTo	Text Classification Task