Beware of stereotypes in Machine Learning.

TIL about stereotypes in ML

1. Turkish is a genderless language which has one pronoun, “o” to convey a singular third person
2. Translating the English sentence “he is a nurse and she is a doctor” to Turkish and back to English can yield the stereotypical and incorrect as “she is a nurse and he is a doctor”

Of course other translations exist as well:

Learning Source

• https://github.com/microsoft/ML-For-Beginners/blob/main/1-Introduction/3-fairness/README.md?plain=1#L66-L72
• https://microsoft.github.io/ML-For-Beginners/pdf/readme.pdf