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Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems
12 references·4 citing·40 second hop
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References

  • 2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2018Mitigating Unwanted Biases with Adversarial Learning1,387 cited
  • 2013Discrimination in online ad delivery751 cited
  • 2008Discrimination-aware data mining676 cited
  • 2015Automated Experiments on Ad Privacy Settings664 cited
  • 2017Avoiding Discrimination through Causal Reasoning358 cited
  • 2016The Social Impact of Natural Language Processing329 cited
  • 2012A Methodology for Direct and Indirect Discrimination Prevention in Data Mining308 cited
  • 2004Speaking from the Heart: Gender and the Social Meaning of Emotion240 cited
  • 2015A survey on measuring indirect discrimination in machine learning107 cited

Cited by

  • 2022Divergent semantic integration (DSI): Extracting creativity from narratives with distributional semantic modeling93 cited
  • 2022The importance of humanizing AI: using a behavioral lens to bridge the gaps between humans and machines30 cited

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2020
Towards Understanding Gender Bias in Relation Extraction
26 cited
  • 2020Artificial mental phenomena19 cited