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The University of Edinburgh’s Submissions to the WMT19 News Translation Task
In: 4th Conference on Machine Translation ; https://hal.inria.fr/hal-02986330 ; 4th Conference on Machine Translation, 2019, Florence, Italy (2019)
Abstract: International audience ; The University of Edinburgh participated in the WMT19 Shared Task on News Translation in six language directions: English↔Gujarati, English↔Chinese, German→English, and English→Czech. For all translation directions , we created or used back-translations of monolingual data in the target language as additional synthetic training data. For English↔Gujarati, we also explored semi-supervised MT with cross-lingual language model pre-training, and translation pivoting through Hindi. For translation to and from Chi-nese, we investigated character-based tokeni-sation vs. sub-word segmentation of Chinese text. For German→English, we studied the impact of vast amounts of back-translated training data on translation quality, gaining a few additional insights over Edunov et al. (2018). For English→Czech, we compared different pre-processing and tokenisation regimes.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
URL: https://hal.inria.fr/hal-02986330/file/UEDIN_at_WMT19.pdf
https://hal.inria.fr/hal-02986330
https://hal.inria.fr/hal-02986330/document
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SUMMA: Scalable Understanding of Multilingual Media ...
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The SUMMA Platform: Scalable Understanding of Multilingual Media ...
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The SUMMA Platform: Scalable Understanding of Multilingual Media ...
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SUMMA: Scalable Understanding of Multilingual Media ...
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The SUMMA Platform: Scalable Understanding of Multilingual Media
Germann, Ulrich; Kreeft, Peggy van der; Barzdins, Guntis. - : European Association for Machine Translation, 2018
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The Summa Platform Prototype ...
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The Summa Platform Prototype ...
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The SUMMA Platform Prototype
In: http://infoscience.epfl.ch/record/233575 (2017)
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