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

Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang. Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble. In Chengqing Zong, Fei Xia, Wenjie Li 0002, Roberto Navigli, editors, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021. pages 5482-5492, Association for Computational Linguistics, 2021. [doi]

Authors

Yi Zhou

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Xiaoqing Zheng

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Cho-Jui Hsieh

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Kai-Wei Chang

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Xuanjing Huang

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