Data Ethics Repository

Tag: Gender Stereotypes

Automated Translation is Hopelessly Sexist, but Don’t Blame the Algorithm or the Training Data

Automated Translation Services, Gender Stereotypes, Language Translation Datasets, Training Data

Author: Nicolas Kayser-Bril; Publisher: Algorithm Watch; Publication Year: N/A. The following article discusses how automated translation services tend to erase women or reduce them to stereotypes. Simply tweaking the training data or the models is…
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Gender and Representation Bias in GPT-3 Generated Stories

Algorithms, Gender Bias, Gender Stereotypes, GPT-3, Natural Language Processing Technology

Author: Li Lucy, David Bamman; Publisher: Proceedings of the 3rd Workshop on Narrative Understanding; Publication Year: 2021. The following article talks about how GPT-3 is a commercially available natural language generator that has been shown…
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Fighting the Gender Stereotypes That Warp Biomedical Research

Biomedical Research, Gender, Gender Stereotypes, Medical Research, Stereotypes

Author: JoAnna Klein; Publisher: The New York Times; Publication Year: 2019. The following article discusses how the stereotypes and bias in medical research (and more generally) resulted in mainly male animals being used in biomedical…
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