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DCU-Symantec at the WMT 2013 Quality Estimation Shared Task

Rubino, Raphael, Wagner, Joachim orcid logoORCID: 0000-0002-8290-3849, Foster, Jennifer orcid logoORCID: 0000-0002-7789-4853, Roturier, Johann, Samad Zadeh Kaljahi, Rasoul and Hollowood, Fred (2013) DCU-Symantec at the WMT 2013 Quality Estimation Shared Task. In: 8th Workshop on Statistical Machine Translation, 8-9 Aug 2013, Sofia, Bulgaria. ISBN 978-1-937284-57-2

Abstract
We describe the two systems submitted by the DCU-Symantec team to Task 1.1. of the WMT 2013 Shared Task on Quality Estimation for Machine Translation. Task 1.1 involve estimating post-editing effort for English-Spanish translation pairs in the news domain. The two systems use a wide variety of features, of which the most effective are the word-alignment, n-gram frequency, language model, POS-tag-based and pseudo-references ones. Both systems perform at a similarly high level in the two tasks of scoring and ranking translations, although there is some evidence that the systems are over-fitting to the training data.
Metadata
Item Type:Conference or Workshop Item (Poster)
Event Type:Workshop
Refereed:Yes
Uncontrolled Keywords:Quality estimation; Ranking of machine translation output
Subjects:Computer Science > Computational linguistics
Computer Science > Machine translating
DCU Faculties and Centres:Research Institutes and Centres > Centre for Next Generation Localisation (CNGL)
Research Institutes and Centres > National Centre for Language Technology (NCLT)
DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Published in: WMT 2013: 8th Workshop on Statistical Machine Translation: Proceedings of the Workshop. . Association for Computational Linguistics. ISBN 978-1-937284-57-2
Publisher:Association for Computational Linguistics
Official URL:http://aclweb.org/anthology-new/W/W13/
Copyright Information:ACL materials are Copyright (C) 1963-2013 ACL; other materials are copyrighted by their respective copyright holders. All materials here are licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License . Permission is granted to make copies for the purposes of teaching and research.
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:Science Foundation Ireland, Irish Research Council
ID Code:19282
Deposited On:05 Sep 2013 11:03 by Joachim Wagner . Last Modified 10 Oct 2018 14:46
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