CS224U

Yulia Tsvetkov on ethical NLP

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Coast-to-coast professional journeys, multilingual NLP, teaching in a fast-changing field, the history of hate speech detection in NLP, ethics review of NLP research, research on sensitive topics, mentoring researchers, and optimizing for your own passions.

Transcript: https://web.stanford.edu/class/cs224u/podcast/tsvetkov/

  • Yulia's website
  • TsvetShop
  • Shuly Wintner
  • Just when I thought I was out ...
  • Algorithms for NLP
  • HMMs
  • Kneser–Ney smoothing
  • Noah Smith
  • Demoting racial bias in hate speech detection
  • The risk of racial bias in hate speech detection
  • Demoting racial bias in hate speech detection
  • Fortifying toxic speech detectors against veiled toxicity
  • This is the daily stormer's playbook
  • Microaggressions.com
  • Finding microaggressions in the wild: A case for locating elusive phenomena in social media posts
  • https://delphi.allenai.org
  • Delphi: Towards Machine Ethics and Norms
  • Yejin Choi
    • ...more
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