How Gender Debiasing Affects Internal Model Representations, and Why It Matters

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Knowledge Triples

Source Entity	Relationship	Target Entity
Debiasing Task	affects	Intrinsic Bias OtherEntity
Debiasing Task	reduces	Extrinsic Bias Metric
Gender Bias OtherEntity	measuredBy	Extrinsic Bias Metric
Gender Bias OtherEntity	measuredBy	Intrinsic Bias OtherEntity
WEAT Metric Metric	comparesWith	Intrinsic Bias OtherEntity