BERT Rankers are Brittle: A Study using Adversarial Document Perturbations

Yumeng Wang, Lijun Lyu, Avishek Anand. BERT Rankers are Brittle: A Study using Adversarial Document Perturbations. In Fabio Crestani, Gabriella Pasi, Éric Gaussier, editors, ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022. pages 115-120, ACM, 2022. [doi]

@inproceedings{WangLA22,
  title = {BERT Rankers are Brittle: A Study using Adversarial Document Perturbations},
  author = {Yumeng Wang and Lijun Lyu and Avishek Anand},
  year = {2022},
  doi = {10.1145/3539813.3545122},
  url = {https://doi.org/10.1145/3539813.3545122},
  researchr = {https://researchr.org/publication/WangLA22},
  cites = {0},
  citedby = {0},
  pages = {115-120},
  booktitle = {ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022},
  editor = {Fabio Crestani and Gabriella Pasi and Éric Gaussier},
  publisher = {ACM},
  isbn = {978-1-4503-9412-3},
}