Ethics in NLP
Revision as of 07:28, 19 August 2019 by EmilyBender (talk | contribs)
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