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Statistical post-editing and quality estimation for machine translation systems
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In: Béchara, Hanna (2014) Statistical post-editing and quality estimation for machine translation systems. Master of Science thesis, Dublin City University. (2014)
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Parser accuracy in quality estimation of machine translation: a tree kernel approach
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In: Kaljahi, Rasoul Samed Zadeh, Foster, Jennifer orcid:0000-0002-7789-4853 , Rubino, Raphael, Roturier, Johann and Hollowood, Fred (2013) Parser accuracy in quality estimation of machine translation: a tree kernel approach. In: International Joint Conference on Natural Language Processing (IJCNLP), 14-18 Oct 2013, Nagoya, Japan. (2013)
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Topic models for translation quality estimation for gisting purposes
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In: Rubino, Raphael, de Souza, Jose, Foster, Jennifer orcid:0000-0002-7789-4853 and Specia, Lucia (2013) Topic models for translation quality estimation for gisting purposes. In: MT Summit XIV, 2-6 Sept. 2013, Nice, France. (2013)
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Abstract:
This paper addresses the problem of predicting how adequate a machine translation is for gisting purposes. It focuses on the contribution of lexicalised features based on different types of topic models, as we believe these features are more robust than those used in previous work, which depend on linguistic processors that are often unreliable on automatic translations. Experiments with a number of datasets show promising results: the use of topic models outperforms the state-of-the-art approaches by a large margin in all datasets annotated for adequacy.
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Keyword:
Computational linguistics; Machine learning; Machine translating; Quality estimation
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URL: http://doras.dcu.ie/19956/
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DCU-Symantec at the WMT 2013 Quality Estimation Shared Task
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In: Rubino, Raphael, Wagner, Joachim orcid:0000-0002-8290-3849 , Foster, Jennifer orcid: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 (2013)
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Estimating the quality of translated user-generated content
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In: Rubino, Raphael, Foster, Jennifer orcid:0000-0002-7789-4853 , Kaljahi, Rasoul Samed Zadeh, Roturier, Johann and Hollowood, Fred (2013) Estimating the quality of translated user-generated content. In: International Joint Conference on Natural Language Processing (IJCNLP), 14-18 Oct 2013, Nagoya, Japan. (2013)
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A detailed analysis of phrase-based and syntax-based machine translation: the search for systematic differences
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In: Kaljahi, Rasoul Samed Zadeh, Rubino, Raphael, Roturier, Johann and Foster, Jennifer orcid:0000-0002-7789-4853 (2012) A detailed analysis of phrase-based and syntax-based machine translation: the search for systematic differences. In: AMTA, 28 Oct - 1 Nov 2012, San Diego, CA. (2012)
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DCU-Symantec submission for the WMT 2012 quality estimation task
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In: Rubino, Raphael, Foster, Jennifer orcid:0000-0002-7789-4853 , Wagner, Joachim orcid:0000-0002-8290-3849 , Roturier, Johann, Samad Zadeh Kaljahi, Rasoul and Hollowood, Fred (2012) DCU-Symantec submission for the WMT 2012 quality estimation task. In: The NAACL 2012 Seventh Workshop on Statistical Machine Translation (WMT'12), 7-8 Jun 2012, Montreal, Quebec, Canada. (2012)
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