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Gradient-based Analysis of NLP Models is Manipulable
Gradient-based analysis methods, such as saliency map visualizations and...
10/12/2020 ∙ by Junlin Wang, et al. ∙
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Differentially Private Language Models Benefit from Public Pre-training
Language modeling is a keystone task in natural language processing. Whe...
09/13/2020 ∙ by Gavin Kerrigan, et al. ∙
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Generative Modeling for Atmospheric Convection
To improve climate modeling, we need a better understanding of multi-sca...
07/03/2020 ∙ by Griffin Mooers, et al. ∙
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AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
Neural NLP models are increasingly accurate but are imperfect and opaque...
09/19/2019 ∙ by Eric Wallace, et al. ∙
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