Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models

Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun 0001, Bin He. Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. In Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty 0002, Yichao Zhou, editors, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021. pages 2048-2058, Association for Computational Linguistics, 2021. [doi]

@inproceedings{YangLZRSH21,
  title = {Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models},
  author = {Wenkai Yang and Lei Li and Zhiyuan Zhang and Xuancheng Ren and Xu Sun 0001 and Bin He},
  year = {2021},
  url = {https://www.aclweb.org/anthology/2021.naacl-main.165/},
  researchr = {https://researchr.org/publication/YangLZRSH21},
  cites = {0},
  citedby = {0},
  pages = {2048-2058},
  booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021},
  editor = {Kristina Toutanova and Anna Rumshisky and Luke Zettlemoyer and Dilek Hakkani-Tür and Iz Beltagy and Steven Bethard and Ryan Cotterell and Tanmoy Chakraborty 0002 and Yichao Zhou},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-954085-46-6},
}