Gender Bias in Machine Translation?
Despite the advances in machine translation that have moved it from the ridiculous to the potentially useful, there remain glitches — particularly in the area of assigning gender, as pointed out in an article in Slator: Language Industry Intelligence.
A difficult trouble spot is in translations that go from English, which does not assign gender to nouns, to languages such as Spanish or French, which do.
Quoting a Dublin City University researcher, Eva Vanmassenhove, the Slator article reports, “In French and Spanish, for instance, ‘I am a nurse’ will still be given feminine translations while ‘I am a surgeon’ will result in masculine ones.
“Even more problematic is the following set of translations: ‘I am beautiful’ is translated into the male form in Spanish. However, ‘I am a beautiful surgeon’ is translated into a female form,” Vanmassenhove said.”
Read more about another complexity of the modern moment in “He Said, She Said: Addressing Gender in Neural Machine Translation.”