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Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models

Jan 29, 2021
Soya Park, April Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky

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How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study

Jan 13, 2021
David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael Muller, Felix Portnoy

* 25 pages, 7 figures, 4 tables 

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Towards evaluating and eliciting high-quality documentation for intelligent systems

Nov 17, 2020
David Piorkowski, Daniel González, John Richards, Stephanie Houde

* 15 pages, 1 figure, 8 tables 

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A Methodology for Creating AI FactSheets

Jun 28, 2020
John Richards, David Piorkowski, Michael Hind, Stephanie Houde, Aleksandra Mojsilović

* 18 pages 

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Detecting Egregious Conversations between Customers and Virtual Agents

Apr 16, 2018
Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, John Richards, David Piorkowski

* NAACL 2018 

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