Abstract:Automatic evaluation comparing candidate translations to human-generated paraphrases of reference translations has recently been proposed by . When used in place of original references, the paraphrased versions produce metric scores that correlate better with human judgment. This effect holds for a variety of different automatic metrics, and tends to favor natural formulations over more literal (translationese) ones. In this paper we compare the results of performing endto-end system development using standard… Show more
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