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**Fair is Better than Sensational:
Man is to Doctor as Woman is to Doctor**

arxiv.org/pdf/1905.09866.pdf

A recent paper by some researchers at University of Groningen that shows some analogies like "a man is to computer programmer as woman is to homemaker" are not the most accurate way to show the bias that exists in the data.

@imuhammad what function is that cosine with two arguments in 3COSADD?

@imuhammad given that |a||b|cos(angle)=inproduct(a,b) i think the definition here is cos(a,b)=inproduct(a,b)/|a||b|

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