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ResearchFormerly WizWand

InclusiveGender

Benchmarks

TaskDatasetSOTA resultTrendResults

Gendered-term mention ratio control

InclusiveGender

-2.37Δ M Mention Ratio

18

Gender Controlled Generation

InclusiveGender Feminine

0.06Gendered Terms per Response (M)

8

Gender Neuron Masking

InclusiveGender Neutral

0.03Num. Gendered Terms per Response (M)

4

Gender Neuron Masking

InclusiveGender Masculine

1.39Avg. Gendered Terms per Response (M)

4

Gender Neuron Masking

InclusiveGender Feminine

0.8Count of Gendered Terms per Response (M)

4

Gender Controlled Generation

InclusiveGender (Neutral)

0.09Avg Gendered Terms per Response (M)

4

Gender Controlled Generation

InclusiveGender (Masculine)

1.87Avg. Gendered Terms per Response (M)

4