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cs.CL2020
Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data
Michael L. Wick, Kate Silverstein, Jean-Baptiste Tristan +2
It's been said that "Language Models are Unsupervised Multitask Learners." Indeed, self-supervised language models trained on "positive" examples of English text generalize in desi…
cs.LG2020★ 1 cited
Verification of ML Systems via Reparameterization
Jean-Baptiste Tristan, Joseph Tassarotti, Koundinya Vajjha +2
As machine learning is increasingly used in essential systems, it is important to reduce or eliminate the incidence of serious bugs. A growing body of research has developed machin…