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Machine translation and automatic evaluation of English/Russian-Croatian / Sanja Seljan ; Ivan Dunđer.

By: Seljan, Sanja.
Contributor(s): Dunđer, Ivan [aut].
Material type: ArticleArticlePublisher: 2015Description: 72-79 str.Other title: Machine Translation and Automatic Evaluation of English/Russian-Croatian [Naslov na engleskom:].Subject(s): strojno prevođenje | 5.04 | Automatic evaluation; machine translation; English-Croatian; Russian-Croatian; public machine translation service | Automatic evaluation; machine translation; English-Croatian; Russian-Croatian; public machine translation serviceOnline resources: Click here to access online In: Proceedings of the International Conference "Corpus Linguistics" - 2015" International Conference "Corpus Linguistics", CORPORA (2015 ; St. Petersburg) str. 72-79Summary: In this research, a specific data set was machine translated by two publicly available machine translation services, Google Translate and Yandex.Translate. Machine translations were performed for two language pairs: English-Croatian and Russian-Croatian. Afterwards, automatic quality evaluation of the machine translated data set was carried out. Several automatic metrics were used: BLEU, NIST, METEOR and GTM, in order to evaluate machine translations relating to the domain of city description, for each language pair and for each machine translation service.
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In this research, a specific data set was machine translated by two publicly available machine translation services, Google Translate and Yandex.Translate. Machine translations were performed for two language pairs: English-Croatian and Russian-Croatian. Afterwards, automatic quality evaluation of the machine translated data set was carried out. Several automatic metrics were used: BLEU, NIST, METEOR and GTM, in order to evaluate machine translations relating to the domain of city description, for each language pair and for each machine translation service.

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