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Pivot machine translation using Chinese as pivot language
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In: Liu, Chao-Hong orcid:0000-0002-1235-6026 , Cruz Silva, Catarina, Wang, Longyue orcid:0000-0002-9062-6183 and Way, Andy orcid:0000-0001-5736-5930 (2019) Pivot machine translation using Chinese as pivot language. In: 14th China Workshop, CWMT 2018, 25-26 Oct 2018, Wuyishan, China. (2019)
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Extracting in-domain training corpora for neural machine translation using data selection methods
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In: Cruz Silva, Catarina, Liu, Chao-Hong orcid:0000-0002-1235-6026 , Poncelas, Alberto orcid:0000-0002-5089-1687 and Way, Andy orcid:0000-0001-5736-5930 (2018) Extracting in-domain training corpora for neural machine translation using data selection methods. In: Third Conference on Machine Translation (WMT), 31 Oct - 1 Nov 2018, Belgium, Brussels. (2018)
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Abstract:
Data selection is a process used in selecting a subset of parallel data for the training of machine translation (MT) systems, so that 1) resources for training might be reduced, 2) trained models could perform better than those trained with the whole corpus, and/or 3) trained models are more tailored to specific domains. It has been shown that for statistical MT (SMT), the use of data selection helps improve the MT performance significantly. In this study, we reviewed three data selection approaches for MT, namely Term Frequency– Inverse Document Frequency, Cross-Entropy Difference and Feature Decay Algorithm, and conducted experiments on Neural Machine Translation (NMT) with the selected data using the three approaches. The results showed that for NMT systems, using data selection also improved the performance, though the gain is not as much as for SMT systems.
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Keyword:
Machine translating
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URL: http://doras.dcu.ie/23338/
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Proceedings of the 3rd IPLeiria’s International Health Congress
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Structural Sentence Decomposition via Open Information Extraction
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In: 18th International Conference Information Visualisation (IV2014) ; https://hal.archives-ouvertes.fr/hal-01301084 ; 18th International Conference Information Visualisation (IV2014), Jul 2014, University of Paris Descartes, France. pp.1-6 (2014)
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Emotion processing in words: a test of the neural re-use hypothesis using surface and intracranial EEG
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Emotion processing in words: a test of the neural re-use hypothesis using surface and intracranial EEG
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Emotion processing in words: a test of the neural re-use hypothesis using surface and intracranial EEG
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Emotions in reading: Disgust, empathy and the contextual learning hypothesis
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In: ISSN: 0010-0277 ; EISSN: 1873-7838 ; Cognition ; https://hal.archives-ouvertes.fr/hal-01439715 ; Cognition, Elsevier, 2012, 125 (2), pp.333-338. ⟨10.1016/j.cognition.2012.07.013⟩ (2012)
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Aspectos linguísticos na tradução de The physiotherapist's pocket book essencial facts at your fingertips
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Complementos e modificadores preposicionais do nome : o caso das preposições De e A
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In: http://aleph.letras.up.pt/F?func=find-b&find_code=SYS&request=000190927 (2008)
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