The practical ethics of bias reduction in machine translation: why domain adaptation is better than data debiasing

Marcus Tomalin, Bill Byrne, Shauna Concannon, Danielle Saunders, Stefanie Ullmann. The practical ethics of bias reduction in machine translation: why domain adaptation is better than data debiasing. Ethics Inf. Technol., 23(3):419-433, 2021. [doi]

@article{TomalinBCSU21,
  title = {The practical ethics of bias reduction in machine translation: why domain adaptation is better than data debiasing},
  author = {Marcus Tomalin and Bill Byrne and Shauna Concannon and Danielle Saunders and Stefanie Ullmann},
  year = {2021},
  doi = {10.1007/s10676-021-09583-1},
  url = {https://doi.org/10.1007/s10676-021-09583-1},
  researchr = {https://researchr.org/publication/TomalinBCSU21},
  cites = {0},
  citedby = {0},
  journal = {Ethics Inf. Technol.},
  volume = {23},
  number = {3},
  pages = {419-433},
}