The Bolukbasi bias metric varies more with embedding hyper-parameters than with corpus choice, suggesting it reflects embedding space properties rather than direct corpus bias.
Man Is to Computer Programmer as Woman Is to Home- maker? Debiasing Word Embeddings
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Considerations for the Interpretation of Bias Measures of Word Embeddings
The Bolukbasi bias metric varies more with embedding hyper-parameters than with corpus choice, suggesting it reflects embedding space properties rather than direct corpus bias.