154 citations · 947 across the 39 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…
stat.ML2021★ 1 cited
A Law of Robustness for Weight-bounded Neural Networks
Hisham Husain, Borja Balle
Robustness of deep neural networks against adversarial perturbations is a pressing concern motivated by recent findings showing the pervasive nature of such vulnerabilities. One me…
cs.FL2021★ 3 cited
Optimal Spectral-Norm Approximate Minimization of Weighted Finite Automata
Borja Balle, Clara Lacroce, Prakash Panangaden +2
We address the approximate minimization problem for weighted finite automata (WFAs) with weights in , over a one-letter alphabet: to compute the best possible approxima…