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]

@inproceedings{ZhouZHCH20,
  title = {Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble},
  author = {Yi Zhou and Xiaoqing Zheng and Cho-Jui Hsieh and Kai-Wei Chang and Xuanjing Huang},
  year = {2021},
  url = {https://aclanthology.org/2021.acl-long.426},
  researchr = {https://researchr.org/publication/ZhouZHCH20},
  cites = {0},
  citedby = {0},
  pages = {5482-5492},
  booktitle = {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},
  editor = {Chengqing Zong and Fei Xia and Wenjie Li 0002 and Roberto Navigli},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-954085-52-7},
}