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Article published In: Translation Spaces
Vol. 12:1 (2023) ► pp.1–20

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The position of machine translation in translation studies

A definitional perspective

ORCiD logo with link | Bar-Ilan University
Published online: 20 February 2023
DOI logo with link
https://doi.org/10.1075/ts.22035.ass
Abstract
Attempts to define the concept of translation have historically both reflected and driven developments and demarcations in the field. In light of the ubiquitous rise of machine translation (MT), the current article considers how definitional approaches to translation that preceded the MT era, and were formulated with human translation in mind, correspond with today’s MT. The article engages with two influential definitional strands in the discipline: a-priori prescriptive definitions, and descriptive definitions focused on the reception of translations. The general compatibility of both definitional approaches with MT, notwithstanding some empirical and moral criticisms pertaining to the first approach, encourages us to conceive of MT as a full-fledged translational object of inquiry, fully at home in translation studies. Finally, the article suggests that shifts in the professional status of human translators may lead to new definitions, aimed at differentiating human from machine translation by focusing on the notion of (conscious) agency.
Article outline
  • Definitions and disciplinary boundaries
  • Definitions and their empirical focus
  • A-priori prescriptive definitions, and how MT fits in
  • Moral-ideological criticisms
  • Descriptive definitional approaches, and how MT fits in
  • What the future holds: The notion of (conscious) agency
  • References
References (45)
References
Aarseth, Espen J. 1997. Cybertext: Perspectives on Erdogic Literature. Baltimore, MD: John Hopkins University Press. Google Scholar logo with link to Google Scholar
Asscher, Omri. 2022. “The Explanatory Power of Descriptive Translation Studies in the Machine Translation Era.” Perspectives. Google Scholar logo with link to Google Scholar
Asscher, Omri and Ella Glikson. 2021. “Human Evaluations of Machine Translation in an Ethically Charged Situation.” New Media & Society. Google Scholar logo with link to Google Scholar
Bender, Emily M., Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell. 2021. “On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?” In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, 610–623. Google Scholar logo with link to Google Scholar
Beteille, Andre. 2002. Sociology: Essays on Approach and Method. Oxford: Oxford University Press.Google Scholar logo with link to Google Scholar
Blumczynski, Piotr. 2016. Ubiquitous Translation. London and New York: Routledge. Google Scholar logo with link to Google Scholar
Catford, John C. 1965. A Linguistic Theory of Translation: An Essay in Applied Linguistics. London: Oxford University Press.Google Scholar logo with link to Google Scholar
Coyle, Martin, Peter Garside, Malcolm Kelsall, and John Peck. 1991. Encyclopedia of Literature and Criticism. London: Routledge.Google Scholar logo with link to Google Scholar
Delisle, Jean. 1988. Translation: An Interpretive Approach. Ottawa: University of Ottawa Press.Google Scholar logo with link to Google Scholar
Delisle, Jean, Hannelore Lee-Jahnke, and Monique C. Cormier (eds). 1999. Terminologie de la Traduction: Translation Terminology. Terminología de la Traducción. Terminologie der Übersetzung. Amsterdam and Philadelphia: John Benjamins. Google Scholar logo with link to Google Scholar
do Carmo, Félix. 2020. “‘Time is Money’ and the Value of Translation.” Translation Spaces 9(1): 35–57. Google Scholar logo with link to Google Scholar
Eddebo, Johan. 2021. “The Faustian Machine and the Chrome Lotus: On the Diversity of Perspectives on the Metaphysics of Artificial Intelligence with a Particular Focus on the Contributions of Traditional non-Western Thought.” New Techno Humanities 1(1–2): 100001. Google Scholar logo with link to Google Scholar
Gunkel, David J. 2020. An Introduction to Communication and Artificial Intelligence. Cambridge: Polity Press.Google Scholar logo with link to Google Scholar
2013. “Translation.” In Handbook of Translation Studies, edited by Yves Gambier, and Luc van Doorslaer, 378–384. Amsterdam and Philadelphia: John Benjamins. Google Scholar logo with link to Google Scholar
Hermans, Theo. 2013. “What is (not) Translation?” In The Routledge Companion to Translation Studies, edited by Carmen Millán, and Francesca Bartrina, 75–87. London and New York: Routledge.Google Scholar logo with link to Google Scholar
Jago, Arthur S. 2019. “Algorithms and Authenticity.” Academy of Management Discoveries 5(1): 38–56. Google Scholar logo with link to Google Scholar
Kenny, Dorothy. 2011. “The Ethics of Machine Translation.” In Proceedings of the NZSTI Annual Conference 2011, edited by Sybille Ferner, 121–131. Auckland: NZSTI. Accessed August 8, 2022. [URL]
Kenny, Dorothy, Joss Moorkens, and Félix Do Carmo. 2020. “Fair MT: Towards Ethical, Sustainable Machine Translation.” Translation Spaces 9(1): 1–11. Google Scholar logo with link to Google Scholar
Kenny, Dorothy, Félix do Carmo and Mary Nurminen. 2022. “Is Machine Translation Translation?” EST Congress 2022 Abstract Booklet, accessed August 8, 2022. [URL]
Koehn, Philipp. 2020. Neural Machine Translation. Cambridge: Cambridge University Press. Google Scholar logo with link to Google Scholar
Koller, Werner. 1979. Einführung in die Übersetzungswissenschaft. Heidelberg: Quelle & Meyer.Google Scholar logo with link to Google Scholar
Lakew, Surafel, Matteo Negri, and Marco Turchi. 2020. “Low Resource Neural Machine Translation: A Benchmark for Five African Languages,” arXiv preprint arXiv:2003.14402. Google Scholar logo with link to Google Scholar
Littau, Karin. 2016. “Translation and the Materialities of Communication.” Translation Studies 9(1): 82–96. Google Scholar logo with link to Google Scholar
Meschonnic, Henri. 2003. “Texts on Translation.” Trans. Anthony Pym, Target 15(2): 337–353. Google Scholar logo with link to Google Scholar
Moorkens, Joss. 2017. “Under Pressure: Translation in Times of Austerity.” Perspectives 25(3): 464–477. Google Scholar logo with link to Google Scholar
Munday, Jeremy. 2009. “Issues in Translation Studies.” In The Routledge Companion to Translation Studies, edited by Jeremy Munday, 1–19. London and New York: Routledge.Google Scholar logo with link to Google Scholar
Nida, Eugene A., and Charles R. Taber. 1969. The Theory and Practice of Translation. Leiden: Brill.Google Scholar logo with link to Google Scholar
Nurminen, Mary, and Niko Papula. 2018. “Gist MT Users: A Snapshot of the Use and Users of One Online MT Tool.” In Proceedings of Journal of Business and Finance Librarianship 411, 199–208. Alacant: Universitat d’Alacant. [URL]
. 2020. “Translator Ethics: From Cooperation to Risk and Trust” (Translation Seminar Series). Centre for Translation, Hong Kong Baptist University. [URL] (accessed 9 August 2022).
Sebastián, Miguel Ángel and Fernando Rudy-Hiller. 2021. “First-person Representations and Responsible Agency in AI.” Synthese 199(3): 7061–7079. Google Scholar logo with link to Google Scholar
Spinzi, Cinzia, Alessandra Rizzo, and Marianna Lya Zummo (eds). 2019. Translation or Transcreation? Discourses, Texts and Visuals. Newcastle: Cambridge Scholars Publishing.Google Scholar logo with link to Google Scholar
Susam-Sarajeva, Şebnem. 2014. “A ‘Multilingual’ and ‘International’ Translation Studies?” In Cross-Cultural Transgressions: Research Models in Translation Studies: Historical and Ideological Issues, edited by Theo Hermans, 193–207. Manchester: St. Jerome.Google Scholar logo with link to Google Scholar
Torres-Simón, Ester. 2019. “The Concept of Translation in Wikipedia.” Translation Studies 12(3): 273–287. Google Scholar logo with link to Google Scholar
Toury, Gideon. 1985. “A Rationale for Descriptive Translation Studies.” In The Manipulation of Literature. Studies in Literary Translation, edited by Theo Hermans, 16–41. London and Sydney: Croom Helm.Google Scholar logo with link to Google Scholar
. 2012. Descriptive Translation Studies and Beyond. Amsterdam and Philadelphia: Benjamins. Google Scholar logo with link to Google Scholar
Tymoczko, Maria. 2010. Enlarging Translation, Empowering Translators. London and New York: Routledge. Google Scholar logo with link to Google Scholar
Venuti, Lawrence. 1998. The Scandals of Translation: Towards an Ethics of Difference. London and New York: Routledge. Google Scholar logo with link to Google Scholar
Vieira, Lucas Nunes. 2020. “Machine Translation in the News.” Translation Spaces 9(1): 98–122. Google Scholar logo with link to Google Scholar
Vieira, Lucas Nunes, Carol O’Sullivan, Xiaochun Zhang, and Minako O’Hagan. 2022. “Machine Translation in Society: Insights from UK Users.” Language Resources and Evaluation: 1–22. Google Scholar logo with link to Google Scholar
Wang, Binhua, and Yuan Ping. 2020. “Perceptions of Machine Translation and Computer-Aided Translation by Professionals and the General Public: A Survey Study Based on Articles in Professional Journals and in the Media.” International Journal of Translation, Interpretation, and Applied Linguistics 2(2). Google Scholar logo with link to Google Scholar
Wilss, Wolfram. 1982. The Science of Translation: Problems and Methods. Tubingen: Gunter Narr.Google Scholar logo with link to Google Scholar
Winfield, Alan F., Katina Michael, Jeremy Pitt, and Vanessa Evers. 2019. “Machine Ethics: The Design and Governance of Ethical AI and Autonomous Systems.” Proceedings of the IEEE 107(3): 509–517. Google Scholar logo with link to Google Scholar
Yamada, Masaru. 2019. “The Impact of Google Neural Machine Translation on Post-editing by Student Translators.” The Journal of Specialised Translation 311: 87–106.Google Scholar logo with link to Google Scholar
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