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Automatic quality evaluation of machine-translated output in sociological-philosophical-spiritual domain / Sanja Seljan ; Ivan Dunđer.

By: Seljan, Sanja.
Contributor(s): Dunđer, Ivan [aut].
Material type: ArticleArticlePublisher: 2015Description: 128-131 str.Other title: Automatic Quality Evaluation of Machine-Translated Output in Sociological-Philosophical-Spiritual Domain [Naslov na engleskom:].Subject(s): strojno prevođenje | 5.04 | 2.09 | automatic quality evaluation; machine translation; BLEU; NIST; METEOR; GTM; English-Croatian; Croatian-English; sociological-philosophical-spiritual domain | automatic quality evaluation; machine translation; BLEU; NIST; METEOR; GTM; English-Croatian; Croatian-English; sociological-philosophical-spiritual domainOnline resources: Elektronička verzija In: Sistemas e Tecnologias de Informação : Vol. II : Artigos Curtos, Artigos Poster, Simpósio Doutoral Iberian Conference on Information Systems and Technologies, CISTI ( 10 ; 2015 ; Aveiro) str. 128-131Summary: Automatic quality evaluation of machine translation systems has become an important issue in the field of natural language processing, due to raised interest and needs of industry and everyday users. Development of online machine translation systems is also important for less-resourced languages, as they enable basic information transfer and communication. Although the quality of free online automatic translation systems is not perfect, it is important to assure acceptable quality. As human evaluation is time-consuming, expensive and subjective, automatic quality evaluation metrics try to approach and approximate human evaluation as much as possible. In this paper, several automatic quality metrics will be utilised, in order to assess the quality of specific machine translated text. Namely, the research is performed on sociological-philosophical-spiritual domain, resulting from the digitisation process of a scientific publication written in Croatian and English. The quality evaluation results are discussed and further analysis is proposed.
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indeksiranost: EBSCO, EI, IEEE XPlore, INSPEC, SCOPUS

Automatic quality evaluation of machine translation systems has become an important issue in the field of natural language processing, due to raised interest and needs of industry and everyday users. Development of online machine translation systems is also important for less-resourced languages, as they enable basic information transfer and communication. Although the quality of free online automatic translation systems is not perfect, it is important to assure acceptable quality. As human evaluation is time-consuming, expensive and subjective, automatic quality evaluation metrics try to approach and approximate human evaluation as much as possible. In this paper, several automatic quality metrics will be utilised, in order to assess the quality of specific machine translated text. Namely, the research is performed on sociological-philosophical-spiritual domain, resulting from the digitisation process of a scientific publication written in Croatian and English. The quality evaluation results are discussed and further analysis is proposed.

Projekt MZOS projekt

ENG

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