A machine translation model inspired by code generation (CROSBI ID 652333)
Prilog sa skupa u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Radošević, Danijel ; Magdalenić, Ivan ; Andročec, Darko ; Bernik, Andrija ; Kaniški, Matija
engleski
A machine translation model inspired by code generation
In this paper we present our machine translation model that is based on bilingual linguistic phrases and their lexical attributes. Developed model partly arises from our previous work in the field of Generative Programming, and the working prototype was made for Croatian-French and French-Croatian translation. The model is aimed for the general language domain, but it is so far mostly trained for some limited domains like cooking recipes, weather forecast and user manuals for different devices. The proposed model was evaluated according to the matched phrases and by using the BLEU machine translation evaluation method.
machine translation, phrase based translation, BLEU
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Podaci o prilogu
187-192.
2017.
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objavljeno
Podaci o matičnoj publikaciji
Central European conference on information and intelligent systems
Strahonja, Vjeran ; Kirinić, Valentina
Varaždin: Fakultet organizacije i informatike Sveučilišta u Zagrebu
1847-2001
Podaci o skupu
28th Central European Conference on Information and Intelligent Systems (CECIIS 2017)
predavanje
27.09.2017-29.09.2017
Varaždin, Hrvatska
Povezanost rada
Informacijske i komunikacijske znanosti