Post-editese: an Exacerbated Translationese

July 01, 2019 ยท Declared Dead ยท ๐Ÿ› Machine Translation Summit

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Authors Antonio Toral arXiv ID 1907.00900 Category cs.CL: Computation & Language Citations 91 Venue Machine Translation Summit Last Checked 3 months ago
Abstract
Post-editing (PE) machine translation (MT) is widely used for dissemination because it leads to higher productivity than human translation from scratch (HT). In addition, PE translations are found to be of equal or better quality than HTs. However, most such studies measure quality solely as the number of errors. We conduct a set of computational analyses in which we compare PE against HT on three different datasets that cover five translation directions with measures that address different translation universals and laws of translation: simplification, normalisation and interference. We find out that PEs are simpler and more normalised and have a higher degree of interference from the source language than HTs.
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