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Title:UGLAŠEVANJE PARAMETROV PRI STATISTIČNEM STROJNEM PREVAJANJU
Authors:Dugonik, Jani (Author)
Brest, Janez (Mentor) More about this mentor... New window
Bošković, Borko (Co-mentor)
Files:.pdf MAG_Dugonik_Jani_2013.pdf (1,28 MB)
 
Language:Slovenian
Work type:Bachelor thesis/paper (mb21)
Typology:2.09 - Master's Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V magistrskem delu se bomo osredotočili na uglaševanje sistema za strojno prevajanje. V okviru tega bomo vzpostavili sistem za strojno prevajanje, ki temelji na statističnih modelih. Omejili se bomo na prevajanje iz slovenščine v angleščino. Rezultate bomo ocenili z metriko BLEU. Pričakujemo, da bo naš pristop primerljiv z ostalimi metodami.
Keywords:strojno prevajanje, statistično strojno prevajanje, jezikovni model, evolucijski algoritem, uteži, uglaševanje, optimizacija
Year of publishing:2013
Publisher:[J. Dugonik]
Source:Maribor
UDC:004.5:004.93(043.2)
COBISS_ID:17150998 Link is opened in a new window
NUK URN:URN:SI:UM:DK:3B1RV9YO
Views:1330
Downloads:129
Metadata:XML RDF-CHPDL DC-XML DC-RDF
Categories:KTFMB - FERI
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Secondary language

Language:English
Title:TUNING PARAMETERS IN STATISTICAL MACHINE TRANSLATION
Abstract:In this master's thesis, we will focus on tuning the machine translation system. In this context, we will establish the machine translation system based on statistical models. We will confine ourselves to translating from Slovene to English. The results will be evaluated by the BLEU metric. We expect that approach is comparable to other tuning methods.
Keywords:machine translation, statistical machine translation, language model, evolutionary algorithm, weights, tuning, optimization


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