Ethics in NLP

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

2018

• Su Lin Blodgett, Abe Handler, and Katie Keith's course at UMass "Ethical Issues Surrounding Artificial Intelligence Systems and Big Data"
• Yulia Tsvetkov and Alan W Black's course at CMU "Computational Ethics for NLP"
• Ryan Georgi's course at UW "Ethical Considerations in NLP"
• Anne Lauscher, Federico Nanni and Simone Paolo Ponzetto's course at U Mannheim

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
• Jill Dolata and Steven Bedrick's course at Oregon Health & Science University

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
• Proceedings of the Second ACL Workshop on Ethics in Natural Language Processing at EACL
• Burton et al (2017) Ethical Considerations in Artificial Intelligence Courses (arXiv preprint)
• Proceedings of the First ACL Workshop on Ethics in Natural Language Processing at EACL
• Hovy and Spruit (2016) The Social Impact of Natural Language Processing
• Relevant discussion on twitter often goes under the hashtag #EthNLP