Yulia Tsvetkov on ethical NLP

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