Difference between revisions of "Ethics in NLP"

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== Resources ==
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* [https://www.aclweb.org/anthology/L16-1252.pdf Fort and Couillault (2016) ''Yes, We Care! Results of the Ethics and Natural Language Processing Surveys'']
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* [http://aclweb.org/anthology/P16-2096 Hovy and Spruit (2016) ''The Social Impact of Natural Language Processing'']
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* [https://www.aclweb.org/anthology/volumes/W17-16 Proceedings of the First ACL Workshop on Ethics in Natural Language Processing at EACL 2017]
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* [https://arxiv.org/abs/1701.07769 Burton et al (2017) ''Ethical Considerations in Artificial Intelligence Courses'' (arXiv preprint)]
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* [https://aclanthology.org/2021.naacl-main.295 Shmueli et al (2021), ''Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing'']
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* [http://ciml.info/dl/v0_99/ciml-v0_99-ch08.pdf Chapter from Hal Daumé III's book draft ''A Course in Machine Learning'']
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* [http://aclweb.org/anthology/W18-08 Proceedings of the Second ACL Workshop on Ethics in Natural Language Processing at ACL 2018]
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* [https://sites.google.com/view/srnlp NAACL-2018 Tutorial: Socially Responsible NLP by Yulia Tsvetkov, Vinodkumar Prabhkakaran, and Rob Voigt]
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* [http://web.cs.ucla.edu/~kwchang/talks/emnlp19-fairnlp/ EMNLP-2019 Tutorial: Bias and Fairness in Natural Language Processing by Kai-Wei Chang, Vicente Ordonez, Margaret Mitchell, Vinodkumar Prabhakaran]
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* [https://www.cs.hmc.edu/~xanda/files/acl2020tutorial_teachingethicsinnlp.pdf ACL 2020 Tutorial: Integrating Ethics into the NLP Curriculum by Emily M. Bender, Dirk Hovy and Xanda Schofield]
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** [https://aclweb.org/aclwiki/Notes_on_Teaching_Ethics_in_NLP Notes produced by participants in the tutorial]
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* Relevant discussion on twitter often goes under the hashtag [https://twitter.com/search?q=%23ethnlp #EthNLP]
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* As of March 2020, the ACL has adopted the [https://www.acm.org/code-of-ethics ACM Code of Ethics]
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* A collection of paper on Fairness in NLP [https://github.com/uclanlp/awesome-fairness-papers Awesome-Fairness-Papers]
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List of online syllabi and other resources around teaching courses on ethics in NLP/ML, organized by year:
 
List of online syllabi and other resources around teaching courses on ethics in NLP/ML, organized by year:
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== 2020 ==
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* [https://web.stanford.edu/class/cs384/ Dan Jurafsky's course at Stanford "Ethical and Social Issues in Natural Language Processing"]
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* [https://uclanlp.github.io/CS269-Winter2020/ Kai-Wei Chang's course at UCLA "Fairness, Accountability, and Transparency in Natural Language Processing"]
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* [http://demo.clab.cs.cmu.edu/ethical_nlp2020/ Yulia Tsvetkov and Alan W Black's course at CMU "Computational Ethics for NLP"]
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== 2019 ==
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* [https://ryan.georgi.cc/courses/575-ethics-win-19/ Ryan Georgi's course at UW "Ethics in NLP: Including Society in Discourse & Design"]
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* [https://sites.google.com/d.umn.edu/umd-cs-3111-spring-2019/home?authuser=0 Ted Pederson's undergraduate class at UMD "Computer Ethics"]
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* [http://demo.clab.cs.cmu.edu/ethical_nlp/ Yulia Tsvetkov and Alan W Black's course at CMU "Computational Ethics for NLP"]
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* [http://faculty.washington.edu/ebender/2019_575/ Emily M. Bender's course at UW "Ethics in NLP"]
  
 
== 2018 ==
 
== 2018 ==
  
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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"]
 
* [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"]
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* [https://faculty.washington.edu/rgeorgi/575_spr18/ Ryan Georgi's couse at UW "Ethical Considerations in NLP"]
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* [https://ryan.georgi.cc/courses/575_ethics_spr18/ Ryan Georgi's course at UW "Ethical Considerations in NLP"]
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* [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 "Text Analytics Seminar (HWS 2018: Ethics in NLP)"]
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* [http://www.schplaf.org/kf/Enseignement.php Karën Fort's course at Université François Rabelais "Ethics and Digital Technologies"] (scroll down towards the bottom of the page)
  
 
== 2017 ==
 
== 2017 ==
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* [https://github.com/acgrissom/2016-ml-course/blob/master/assignments/writing.md Ethics writing assignment from Alvin Grissom II's ML course at Ursinus College]
 
* [https://github.com/acgrissom/2016-ml-course/blob/master/assignments/writing.md Ethics writing assignment from Alvin Grissom II's ML course at Ursinus College]
 
* [https://geomblog.github.io/fairness/ A Course on Fairness, Accountability and Transparency in Machine Learning, Sponsored by the GIAN program of the Government of India]
 
* [https://geomblog.github.io/fairness/ A Course on Fairness, Accountability and Transparency in Machine Learning, Sponsored by the GIAN program of the Government of India]
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== Other Resources ==
 
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* [http://ciml.info/dl/v0_99/ciml-v0_99-ch08.pdf Chapter from Hal Daumé III's book draft ''A Course in Machine Learning'']
 
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* [https://arxiv.org/abs/1701.07769 Burton et al (2017) ''Ethical Considerations in Artificial Intelligence Courses'' (arXiv preprint)]
 
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* Relevant discussion on twitter often goes under the hashtag #EthNLP
 

Latest revision as of 12:21, 1 July 2021

Resources


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

2020

2019

2018

2017

2016

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