Naslov
Automatic Quality Evaluation of Machine-Translated Output in Sociological-Philosophical-Spiritual Domain

Autori
Seljan, Sanja ; Dunđer, Ivan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
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), 2015, 128-131

ISBN
978-989-98434-5-5

Skup
CISTI'2015 - 10th Iberian Conference on Information Systems and Technologies

Mjesto i datum
Aveiro, Portugal, 17.06.2015. - 20.06.2015

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
automatic quality evaluation ; machine translation ; BLEU ; NIST ; METEOR ; GTM ; English-Croatian ; Croatian-English ; sociological-philosophical-spiritual domain

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

Napomena
Indeksiranost: EBSCO, EI, IEEE XPlore, INSPEC, SCOPUS

POVEZANOST RADA