Ethics in NLP: Difference between revisions
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* [https://github.com/sblodgett/ai-ethics#ethical-issues-surrounding-artificial-intelligence-systems-and-big-data Su Lin Blodgett, Abe Handler, and Katie Keith's course at UMass "Ethical Issues Surrounding Artificial Intelligence Systems and Big Data"] | * [https://github.com/sblodgett/ai-ethics#ethical-issues-surrounding-artificial-intelligence-systems-and-big-data Su Lin Blodgett, Abe Handler, and Katie Keith's course at UMass "Ethical Issues Surrounding Artificial Intelligence Systems and Big Data"] | ||
* [http://demo.clab.cs.cmu.edu/ethical_nlp/ Yulia Tsvetkov and Alan W Black's course at CMU "Computational Ethics for NLP"] | * [http://demo.clab.cs.cmu.edu/ethical_nlp/ Yulia Tsvetkov and Alan W Black's course at CMU "Computational Ethics for NLP"] | ||
* [https://faculty.washington.edu/rgeorgi/575_spr18/ Ryan Georgi's | * [https://faculty.washington.edu/rgeorgi/575_spr18/ Ryan Georgi's course at UW "Ethical Considerations in NLP"] | ||
* [https://www.uni-mannheim.de/dws/teaching/course-details/courses-for-master-candidates/course-archive/hws-2018/cs-709-text-analytics-seminar/#c144315 Anne Lauscher, Federico Nanni and Simone Paolo Ponzetto's course at U Mannheim] | |||
== 2017 == | == 2017 == | ||
Revision as of 14:28, 19 August 2019
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