What a Transfer-Based System Brings to the Combination with PBMT

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F15%3A10318175" target="_blank" >RIV/00216208:11320/15:10318175 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
What a Transfer-Based System Brings to the Combination with PBMT
Original language description
We present a thorough analysis of a combination of a statistical and a transfer-based system for English->Czech translation, Moses and TectoMT. We describe several techniques for inspecting such a system combination which are based both on automatic andmanual evaluation. While TectoMT often produces bad translations, Moses is still able to select the good parts of them. In many cases, TectoMT provides useful novel translations which are otherwise simply unavailable to the statistical component, despitethe very large training data. Our analyses confirm the expected behaviour that TectoMT helps with preserving grammatical agreements and valency requirements, but that it also improves a very diverse set of other phenomena. Interestingly, including the outputs of the transfer-based system in the phrase-based search seems to have a positive effect on the search space. Overall, we find that the components of this combination are complementary and the final system produces significantly bet
Czech name
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Czech description
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Project
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Continuities
S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the Fourth Workshop on Hybrid Approaches to Translation (HyTra)
ISBN
978-1-941643-67-9
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
11-20
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
Beijing, China
Event date
Jul 31, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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