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

Tomalin, Marcus; Byrne, Bill; Concannon, Shauna; Saunders, Danielle; Ullmann, Stefanie

Authors

Marcus Tomalin

Bill Byrne

Danielle Saunders

Stefanie Ullmann



Citation

Tomalin, M., Byrne, B., Concannon, S., Saunders, D., & Ullmann, S. (2021). The practical ethics of bias reduction in machine translation: why domain adaptation is better than data debiasing. Ethics and Information Technology, 23(3), https://doi.org/10.1007/s10676-021-09583-1

Journal Article Type Article
Publication Date 2021
Deposit Date Oct 20, 2022
Journal Ethics and Information Technology
Print ISSN 1388-1957
Electronic ISSN 1572-8439
Publisher Springer
Volume 23
Issue 3
DOI https://doi.org/10.1007/s10676-021-09583-1
Public URL https://durham-repository.worktribe.com/output/1188438