@inproceedings{zhang-van-genabith-2019-dfki,
title = "{DFKI}-{NMT} Submission to the {WMT}19 News Translation Task",
author = "Zhang, Jingyi and
van Genabith, Josef",
booktitle = "Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)",
month = aug,
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W19-5350",
doi = "10.18653/v1/W19-5350",
pages = "440--444",
abstract = "This paper describes the DFKI-NMT submission to the WMT19 News translation task. We participated in both English-to-German and German-to-English directions. We trained Transformer models and adopted various techniques for effectively training our models, including data selection, back-translation and in-domain fine-tuning. We give a detailed analysis of the performance of our system.",
}
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%0 Conference Proceedings
%T DFKI-NMT Submission to the WMT19 News Translation Task
%A Zhang, Jingyi
%A van Genabith, Josef
%S Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)
%D 2019
%8 aug
%I Association for Computational Linguistics
%C Florence, Italy
%F zhang-van-genabith-2019-dfki
%X This paper describes the DFKI-NMT submission to the WMT19 News translation task. We participated in both English-to-German and German-to-English directions. We trained Transformer models and adopted various techniques for effectively training our models, including data selection, back-translation and in-domain fine-tuning. We give a detailed analysis of the performance of our system.
%R 10.18653/v1/W19-5350
%U https://aclanthology.org/W19-5350
%U https://doi.org/10.18653/v1/W19-5350
%P 440-444
Markdown (Informal)
[DFKI-NMT Submission to the WMT19 News Translation Task](https://aclanthology.org/W19-5350) (Zhang & van Genabith, 2019)
ACL
- Jingyi Zhang and Josef van Genabith. 2019. DFKI-NMT Submission to the WMT19 News Translation Task. In Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), pages 440–444, Florence, Italy. Association for Computational Linguistics.