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Article . 2023 . Peer-reviewed
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The Impact of Error Annotation on Post-Editing of Subtitles: An Investigation into Effort and Product

Authors: EKİNCİ, Sena;

The Impact of Error Annotation on Post-Editing of Subtitles: An Investigation into Effort and Product

Abstract

This paper aims to investigate the effect of error annotation on post-editing effort and post-edited product. The study also attempts to highlight the significance of quality evaluation, particularly error annotation, which, I believe, is a useful method for learning how to work with machine translation (MT). In order to accomplish these goals, ten translation students were divided into two groups—a control group and a treatment group—in an experimental study. The control group post-edited the machine-translated subtitles of an educational video while the treatment group performed a quality evaluation prior to the task of post-editing the same content. Temporal and technical effort data (Krings 2001) of students were gathered to measure whether there was a significant difference between the two groups. In addition, the end products were examined to see if quality evaluation had a different impact on the post-editing decisions of the treatment group compared to the control group. The results show that there is a significant difference in temporal effort between the two groups—the treatment group completing the post-editing task faster—and the control group expended more technical effort than the treatment group, though the difference was not significant. The treatment group also displayed a tendency to use MT and edit more efficiently than the control group.

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Keywords

machine translation;post-editing;quality evaluation;error annotation;subtitling, Language. Linguistic theory. Comparative grammar, P101-410, Çeviri ve Yorum Çalışmaları, Translating and interpreting, Language and Literature, P, quality evaluation, machine translation, P306-310, post-editing, subtitling, Translation and Interpretation Studies, error annotation

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
gold