Search Results for author: Kate Silverstein

Found 2 papers, 0 papers with code

Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data

no code implementations22 Oct 2020 Michael L. Wick, Kate Silverstein, Jean-Baptiste Tristan, Adam Pocock, Mark Johnson

Indeed, self-supervised language models trained on "positive" examples of English text generalize in desirable ways to many natural language tasks.

Inductive Bias

Learning Dynamic Feature Selection for Fast Sequential Prediction

no code implementations IJCNLP 2015 Emma Strubell, Luke Vilnis, Kate Silverstein, Andrew McCallum

We present paired learning and inference algorithms for significantly reducing computation and increasing speed of the vector dot products in the classifiers that are at the heart of many NLP components.

Benchmarking feature selection +7

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