Automatic Quality Evaluation of Machine-Translated Output in Sociological-Philosophical-Spiritual Domain (CROSBI ID 625627)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Seljan, Sanja ; Dunđer, Ivan
engleski
Automatic Quality Evaluation of Machine-Translated Output in Sociological-Philosophical-Spiritual Domain
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.
automatic quality evaluation ; machine translation ; BLEU ; NIST ; METEOR ; GTM ; English-Croatian ; Croatian-English ; sociological-philosophical-spiritual domain
indeksiranost: EBSCO, EI, IEEE XPlore, INSPEC, SCOPUS
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Podaci o prilogu
128-131.
2015.
objavljeno
Podaci o matičnoj publikaciji
CISTI 2015: Sistemas e Tecnologias de Informação - Vol. II Artigos Curtos, Artigos Poster, Simpósio Doutoral
Rocha, Álvaro ; Martins, Arnaldo ; Paiva Dias, Gonçalo ; Reis, Luís P. ; Pérez Cota, Manuel
Águeda: AISTI (Associação Ibérica de Sistemas e Tecnologias de Informação)
978-989-98434-5-5
Podaci o skupu
CISTI'2015 - 10th Iberian Conference on Information Systems and Technologies
predavanje
17.06.2015-20.06.2015
Aveiro, Portugal