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Literary translation as a three-stage process: machine translation, post-editing and revision

Lieve Macken, Bram Vanroy, Luca Desmet, Arda Tezcan


Abstract
This study focuses on English-Dutch literary translations that were created in a professional environment using an MT-enhanced workflow consisting of a three-stage process of automatic translation followed by post-editing and (mainly) monolingual revision. We compare the three successive versions of the target texts. We used different automatic metrics to measure the (dis)similarity between the consecutive versions and analyzed the linguistic characteristics of the three translation variants. Additionally, on a subset of 200 segments, we manually annotated all errors in the machine translation output and classified the different editing actions that were carried out. The results show that more editing occurred during revision than during post-editing and that the types of editing actions were different.
Anthology ID:
2022.eamt-1.13
Volume:
Proceedings of the 23rd Annual Conference of the European Association for Machine Translation
Month:
June
Year:
2022
Address:
Ghent, Belgium
Editors:
Helena Moniz, Lieve Macken, Andrew Rufener, Loïc Barrault, Marta R. Costa-jussà, Christophe Declercq, Maarit Koponen, Ellie Kemp, Spyridon Pilos, Mikel L. Forcada, Carolina Scarton, Joachim Van den Bogaert, Joke Daems, Arda Tezcan, Bram Vanroy, Margot Fonteyne
Venue:
EAMT
SIG:
Publisher:
European Association for Machine Translation
Note:
Pages:
101–110
Language:
URL:
https://aclanthology.org/2022.eamt-1.13
DOI:
Bibkey:
Cite (ACL):
Lieve Macken, Bram Vanroy, Luca Desmet, and Arda Tezcan. 2022. Literary translation as a three-stage process: machine translation, post-editing and revision. In Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, pages 101–110, Ghent, Belgium. European Association for Machine Translation.
Cite (Informal):
Literary translation as a three-stage process: machine translation, post-editing and revision (Macken et al., EAMT 2022)
Copy Citation:
PDF:
https://aclanthology.org/2022.eamt-1.13.pdf