Bilingual Embeddings and Word Alignments for Translation Quality Estimation

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F16%3A10335440" target="_blank" >RIV/00216208:11320/16:10335440 - isvavai.cz</a>
Result on the web
<a href="http://www.statmt.org/wmt16/pdf/W16-2380.pdf" target="_blank" >http://www.statmt.org/wmt16/pdf/W16-2380.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.18653/v1/w16-2380" target="_blank" >10.18653/v1/w16-2380</a>

Result language
angličtina
Original language name
Bilingual Embeddings and Word Alignments for Translation Quality Estimation
Original language description
This paper describes our submission UFAL MULTIVEC to the WMT16 Quality Estimation Shared Task, for EnglishGerman sentence-level post-editing effort prediction and ranking. Our approach exploits the power of bilingual distributed representations, word alignments and also manual post-edits to boost the performance of the baseline QuEst++ set of features. Our model outperforms the baseline, as well as the winning system in WMT15, Referential Translation Machines (RTM), in both scoring and ranking sub-tasks.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the First Conference on Machine Translation (WMT). Volume 2: Shared Task Papers
ISBN
978-1-945626-10-4
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
764-771
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
Berlin, Germany
Event date
Aug 11, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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