Data Ethics Repository

Tag: Stereotyping

On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?

Environmental Costs, Financial Costs, Large Language Model Development, Stereotyping

Author: Emily Bender, Timnit Gebru, Angelina McMillan-Major, Shmargaret Shmitchell; Publisher: Association for Computing Machinery (ACM) Digital Library; Publication Year: 2021. The following article enumerates the costs and risks associated with contemporary large language model development.…
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Chapter 8: Data Science Ethics

American Statistical Association Framework, Data Visualizations, Stereotyping, Systematic Racism

Author: Benjamin S. Baumer, Daniel T. Kaplan, and Nicholas J. Horton; Publisher: Modern Data Science with R, 2nd edition; Publication Year: 2021. The following textbook chapter is about data ethics, but more specifically, a technical…
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