It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution

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Knowledge Triples

Source Entity	Relationship	Target Entity
Counterfactual Data Augmentation Method	improves	Cluster Purity Metric
Counterfactual Data Augmentation Method	usedFor	Bias Mitigation Task
Counterfactual Data Substitution Method	usedFor	Bias Mitigation Task
English Gigaword Material	usedIn	Word Embeddings Material
Gender Bias OtherEntity	addressedBy	Bias Mitigation Task
Names Intervention Method	usedFor	Bias Mitigation Task
Wikipedia Material	usedIn	Word Embeddings Material
Word Embeddings Material	assessedBy	Embedding Quality Metric