Measuring the Impact of Spelling Errors on the Quality of Machine Translation

LREC 2014  ·  Irina Galinskaya, Valentin Gusev, Elena Mescheryakova, Mariya Shmatova ·

In this paper we show how different types of spelling errors influence the quality of machine translation. We also propose a method to evaluate the impact of spelling errors correction on translation quality without expensive manual work of providing reference translations.

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