Ethics in NLP

List of online syllabi and other resources around teaching courses on ethics in NLP/ML, organized by year:

2017

• Solon Barocas's course at Cornell University Ethics and Policy in Data Science
• Moritz Hardt's course at UC Berkeley Fairness in Machine Learning
• Emily Bender's course at UW Ethics in NLP

2016

• Ethics writing assignment from Alvin Grissom II's ML course at Ursinus College
• A Course on Fairness, Accountability and Transparency in Machine Learning, Sponsored by the GIAN program of the Government of India

Other Resources

• Chapter from Hal Daumé III's book draft A Course in Machine Learning
• Burton et al (2017) Ethical Considerations in Artificial Intelligence Courses (arXiv preprint)