A method for adjusting the strength of gender debiasing per word category, guided by visualizations of the accuracy/bias trade-off, reduces measured accuracy loss compared to full Hard Debias on a Japanese Wikipedia embedding.
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Visualization for interactively adjusting the de-bias effect of word embedding
A method for adjusting the strength of gender debiasing per word category, guided by visualizations of the accuracy/bias trade-off, reduces measured accuracy loss compared to full Hard Debias on a Japanese Wikipedia embedding.