Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation

Vladimir Karpukhin, Omer Levy, Jacob Eisenstein, Marjan Ghazvininejad. Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation. In Wei Xu 0004, Alan Ritter, Tim Baldwin, Afshin Rahimi 0001, editors, Proceedings of the 5th Workshop on Noisy User-generated Text, W-NUT@EMNLP 2019, Hong Kong, China, November 4, 2019. pages 42-47, Association for Computational Linguistics, 2019. [doi]

@inproceedings{KarpukhinLEG19,
  title = {Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation},
  author = {Vladimir Karpukhin and Omer Levy and Jacob Eisenstein and Marjan Ghazvininejad},
  year = {2019},
  doi = {10.18653/v1/D19-5506},
  url = {https://doi.org/10.18653/v1/D19-5506},
  researchr = {https://researchr.org/publication/KarpukhinLEG19},
  cites = {0},
  citedby = {0},
  pages = {42-47},
  booktitle = {Proceedings of the 5th Workshop on Noisy User-generated Text, W-NUT@EMNLP 2019, Hong Kong, China, November 4, 2019},
  editor = {Wei Xu 0004 and Alan Ritter and Tim Baldwin and Afshin Rahimi 0001},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-950737-84-0},
}