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A human evaluation of English-Irish statistical and neural machine translation

机译:英语 - 爱尔兰统计和神经机翻译的人类评价

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With official status in both Ireland and the EU, there is a need for high-quality English-Irish (EN-GA) machine translation (MT) systems which are suitable for use in a professional translation environment. While we have seen recent research on improving both statistical MT and neural MT for the EN-GA pair, the results of such systems have always been reported using automatic evaluation metrics. This paper provides the first human evaluation study of EN-GA MT using professional translators and in-domain (public administration) data for a more accurate depiction of the translation quality available via MT.
机译:在爱尔兰和欧盟的官方地位,需要高质量的英语 - 爱尔兰(EN-GA)机器翻译(MT)系统,适用于专业的翻译环境。虽然我们已经看到最近关于改进统计MT和神经MT的研究,但是使用自动评估指标始终报道了这种系统的结果。本文提供了使用专业翻译人员和域名(公共管理)数据的第一个人类评估研究,以便更准确地描绘通过MT可获得的翻译质量。

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