298 citations · 438 across the 9 of their papers we have counts for
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cs.CL2021★ 71 cited
Ethical and social risks of harm from Language Models
Laura Weidinger, John Mellor, Maribeth Rauh +20
This paper aims to help structure the risk landscape associated with large-scale Language Models (LMs). In order to foster advances in responsible innovation, an in-depth understan…
cs.LG2021★ 9 cited
Social Norm Bias: Residual Harms of Fairness-Aware Algorithms
Myra Cheng, Maria De-Arteaga, Lester Mackey +1
Many modern machine learning algorithms mitigate bias by enforcing fairness constraints across coarsely-defined groups related to a sensitive attribute like gender or race. However…