Formalizing Robustness Against Character-Level Perturbations for Neural Network Language Models

Zhongkui Ma, Xinguo Feng, Zihan Wang, Shuofeng Liu, Mengyao Ma, Hao Guan, Mark Huasong Meng. Formalizing Robustness Against Character-Level Perturbations for Neural Network Language Models. In Yi Li 0008, Sofiène Tahar, editors, Formal Methods and Software Engineering - 24th International Conference on Formal Engineering Methods, ICFEM 2023, Brisbane, QLD, Australia, November 21-24, 2023, Proceedings. Volume 14308 of Lecture Notes in Computer Science, pages 100-117, Springer, 2023. [doi]

@inproceedings{MaFWLMGM23,
  title = {Formalizing Robustness Against Character-Level Perturbations for Neural Network Language Models},
  author = {Zhongkui Ma and Xinguo Feng and Zihan Wang and Shuofeng Liu and Mengyao Ma and Hao Guan and Mark Huasong Meng},
  year = {2023},
  doi = {10.1007/978-981-99-7584-6_7},
  url = {https://doi.org/10.1007/978-981-99-7584-6_7},
  researchr = {https://researchr.org/publication/MaFWLMGM23},
  cites = {0},
  citedby = {0},
  pages = {100-117},
  booktitle = {Formal Methods and Software Engineering - 24th International Conference on Formal Engineering Methods, ICFEM 2023, Brisbane, QLD, Australia, November 21-24, 2023, Proceedings},
  editor = {Yi Li 0008 and Sofiène Tahar},
  volume = {14308},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-981-99-7584-6},
}