Interactive Model Cards: A Human-Centered Approach to Model Documentation

Author:

Crisan Anamaria1,Drouhard Margaret2,Vig Jesse3,Rajani Nazneen3

Affiliation:

1. Tableau Research, USA

2. Tableau Software, USA

3. Salesforce Research, USA

Publisher

ACM

Reference77 articles.

1. Power to the People;Amershi Saleema;The Role of Humans in Interactive Machine Learning. AI Mag.,2014

2. Saleema Amershi , Dan Weld , Mihaela Vorvoreanu , Adam Fourney , Besmira Nushi , Penny Collisson , Jina Suh , Shamsi Iqbal , Paul  N. Bennett , Kori Inkpen , Jaime Teevan , Ruth Kikin-Gil , and Eric Horvitz . 2019. Guidelines for Human-AI Interaction . Association for Computing Machinery , New York, NY, USA , 1–13. https://doi.org/10.1145/3290605.3300233 10.1145/3290605.3300233 Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul N. Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, and Eric Horvitz. 2019. Guidelines for Human-AI Interaction. Association for Computing Machinery, New York, NY, USA, 1–13. https://doi.org/10.1145/3290605.3300233

3. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

4. Big Data’s Disparate Impact;Barocas Solon;Calif. L. Rev.,2016

5. On the Dangers of Stochastic Parrots

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