Virtual Sentences

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Related Papers

Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractAlthough deep neural networks have achieved prominent performance on many NLP tasks, they are vulnerable to adversarial examples. We propose Dirichlet Neighborhood Ensemble (DNE), a randomized method for training a …...

8271

Manifold Adversarial Augmentation for Neural Machine Translation

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Improving the robustness of neural machine translation models on variations of input sen- tences is an active area of research. In this paper, we propose a simple data augmenta- tion …...

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