2022 ACM Conference on Fairness, Accountability, and Transparency

Taxonomy of Risks posed by Language Models

Laura Weidinger, Jonathan Uesato, Maribeth Rauh et al. · 2022 · 604 citations · Full text

Business, Linguistics, Risk Management +13

The Values Encoded in Machine Learning Research

Abeba Birhane, Pratyusha Kalluri, Dallas Card et al. · 2022 · 275 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

The Fallacy of AI Functionality

Inioluwa Deborah Raji, I. Elizabeth Kumar, Aaron Horowitz et al. · 2022 · 224 citations · Full text

Computing, Computer Science, Information Technology +17

Measuring the Carbon Intensity of AI in Cloud Instances

Jesse Dodge, Taylor Prewitt, Rémi Tachet des Combes et al. · 2022 · 198 citations · Full text

Computing, Cloud Computing, Computer Science +15

Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI

Mahima Pushkarna, Andrew Zaldivar, Oddur Kjartansson · 2022 · 183 citations · Full text

Computing, Data Science, Data Ethics +16