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Fair Is Better than Sensational: Man Is to Doctor as Woman Is to Doctor

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2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
2018Word embeddings quantify 100 years of gender and ethnic stereotypes1,064 cited
2018AI can be sexist and racist — it’s time to make it fair764 cited
2019The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings675 cited
2019On Measuring Social Biases in Sentence Encoders461 cited
2019Gender Bias in Contextualized Word Embeddings334 cited
2016The Social Impact of Natural Language Processing329 cited
2019Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings262 cited
2019Evaluating the Underlying Gender Bias in Contextualized Word Embeddings190 cited
2019Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them144 cited
2019It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution107 cited

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