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Machine Translation Evaluation for Croatian-English and English-Croatian Language Pairs (CROSBI ID 43741)

Prilog u knjizi | izvorni znanstveni rad | međunarodna recenzija

Brkić, Marija ; Seljan, Sanja ; Matetić, Maja Machine Translation Evaluation for Croatian-English and English-Croatian Language Pairs // Proceedings of the 8th International NLPCS Workshop: Human-Machine Interaction in Translation / Sharp, Bernardette ; Zock, Michael ; Carl, Michael et al. (ur.). Kopenhagen: Copenhagen Business School, 2011. str. 93-104

Podaci o odgovornosti

Brkić, Marija ; Seljan, Sanja ; Matetić, Maja

engleski

Machine Translation Evaluation for Croatian-English and English-Croatian Language Pairs

This paper presents a bidirectional machine translation evaluation study for the Croatian- English and English-Croatian language pairs. Translations from Croatian into English have been obtained in four different domains from four online machine translation services, i.e. Google Translate, Stars21, Translation Guide and InterTran. These translations have been evaluated by three different automatic accuracy metrics, i.e. F-measure, BLEU and NIST, as well as by human evaluators. Evaluations are based on a single reference per sentence. In the reverse translation direction, Google Translate output has been analyzed in the same manner. System level correlation between F-measure, BLEU, NIST and human assessments is given and the significance of the results is discussed.

online MT (machine translation) ; manual evaluation ; automatic evaluation ; F-measure ; BLEU ; NIST

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Podaci o prilogu

93-104.

objavljeno

Podaci o knjizi

Proceedings of the 8th International NLPCS Workshop: Human-Machine Interaction in Translation

Sharp, Bernardette ; Zock, Michael ; Carl, Michael ; Jakobsen, Arnt Lykke

Kopenhagen: Copenhagen Business School

2011.

978-87-593-1615-3

07891-3522

1949-2177

Povezanost rada

Informacijske i komunikacijske znanosti