Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification

Yichao Zhou, Jyun-Yu Jiang, Kai-Wei Chang, Wei Wang. Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification. In Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan 0001, editors, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019. pages 4903-4912, Association for Computational Linguistics, 2019. [doi]

@inproceedings{ZhouJCW19,
  title = {Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification},
  author = {Yichao Zhou and Jyun-Yu Jiang and Kai-Wei Chang and Wei Wang},
  year = {2019},
  doi = {10.18653/v1/D19-1496},
  url = {https://doi.org/10.18653/v1/D19-1496},
  researchr = {https://researchr.org/publication/ZhouJCW19},
  cites = {0},
  citedby = {0},
  pages = {4903-4912},
  booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019},
  editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan 0001},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-950737-90-1},
}