Web: http://arxiv.org/abs/2206.08593

June 20, 2022, 1:12 a.m. | Jessy Lin, Geza Kovacs, Aditya Shastry, Joern Wuebker, John DeNero

cs.CL updates on arXiv.org arxiv.org

We introduce translation error correction (TEC), the task of automatically
correcting human-generated translations. Imperfections in machine translations
(MT) have long motivated systems for improving translations post-hoc with
automatic post-editing. In contrast, little attention has been devoted to the
problem of automatically correcting human translations, despite the intuition
that humans make distinct errors that machines would be well-suited to assist
with, from typos to inconsistencies in translation conventions. To investigate
this, we build and release the Aced corpus with three TEC …

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