Algorithmic bias

Vox‘s Are We Automating Racism? is an excellent introduction that covers a lot of grounds.

As algorithms govern more and more of our lives, the biases in the algorithms, more broadly biases in computer systems (Friedman1996bias)

The bias of language models

StereoSet “is a dataset that measures stereotype bias in language models. StereoSet consists of 17,000 sentences that measure model preferences across gender, race, religion, and profession.”

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