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The practical ethics of bias reduction in machine translation: why domain adaptation is better than data debiasing
16 references·4 citing·40 second hop
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References

  • 2008Nudge: improving decisions about health, wealth, and happiness11,572 cited
  • 2014The Sketch Engine2,131 cited
  • 2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
  • 2020Language (Technology) is Power: A Critical Survey of “Bias” in NLP1,044 cited
  • 2017Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints829 cited
  • 2018AI can be sexist and racist — it’s time to make it fair764 cited
  • 2006Materializing Morality683 cited
  • 2019Assessing gender bias in machine translation: a case study with Google Translate409 cited
  • 2020Understanding Artificial Intelligence Ethics and Safety: A Guide for the Responsible Design and Implementation of AI Systems in the Public Sector315 cited
  • 19996. Die Frage nach der Technik312 cited
  • 2019Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them242 cited
  • 2020Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview233 cited
  • 2019Machine Ethics: The Design and Governance of Ethical AI and Autonomous Systems [Scanning the Issue]217 cited
  • 1985Technological Utopianism in American Culture185 cited

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2018
Is Man the Measure of All Things? A Social Cognitive Account of Androcentrism
184 cited
  • 2017Doing Gender Beyond the Binary: A Virtual Ethnography159 cited
  • Cited by

    • 2021Interactive storytelling for children: A case-study of design and development considerations for ethical conversational AI48 cited
    • 2025Domain adaptation for bias mitigation in affective computing: use cases for facial emotion recognition and sentiment analysis systems24 cited
    • 2023Assessing and Mitigating Bias in Artificial Intelligence: A Review18 cited
    • 2022Gender Bias in Machine Translation Systems13 cited