LMU Munich’s Neural Machine Translation Systems at WMT 2018
Matthias Huck, Dario Stojanovski, Viktor Hangya, Alexander Fraser
Correct Metadata for
Abstract
We present the LMU Munich machine translation systems for the English–German language pair. We have built neural machine translation systems for both translation directions (English→German and German→English) and for two different domains (the biomedical domain and the news domain). The systems were used for our participation in the WMT18 biomedical translation task and in the shared task on machine translation of news. The main focus of our recent system development efforts has been on achieving improvements in the biomedical domain over last year’s strong biomedical translation engine for English→German (Huck et al., 2017a). Considerable progress has been made in the latter task, which we report on in this paper.- Anthology ID:
- W18-6446
- Volume:
- Proceedings of the Third Conference on Machine Translation: Shared Task Papers
- Month:
- October
- Year:
- 2018
- Address:
- Belgium, Brussels
- Editors:
- Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana Neves, Matt Post, Lucia Specia, Marco Turchi, Karin Verspoor
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 648–654
- Language:
- URL:
- https://aclanthology.org/W18-6446/
- DOI:
- 10.18653/v1/W18-6446
- Bibkey:
- Cite (ACL):
- Matthias Huck, Dario Stojanovski, Viktor Hangya, and Alexander Fraser. 2018. LMU Munich’s Neural Machine Translation Systems at WMT 2018. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 648–654, Belgium, Brussels. Association for Computational Linguistics.
- Cite (Informal):
- LMU Munich’s Neural Machine Translation Systems at WMT 2018 (Huck et al., WMT 2018)
- Copy Citation:
- PDF:
- https://aclanthology.org/W18-6446.pdf
Export citation
@inproceedings{huck-etal-2018-lmu,
title = "{LMU} {M}unich`s Neural Machine Translation Systems at {WMT} 2018",
author = "Huck, Matthias and
Stojanovski, Dario and
Hangya, Viktor and
Fraser, Alexander",
editor = "Bojar, Ond{\v{r}}ej and
Chatterjee, Rajen and
Federmann, Christian and
Fishel, Mark and
Graham, Yvette and
Haddow, Barry and
Huck, Matthias and
Yepes, Antonio Jimeno and
Koehn, Philipp and
Monz, Christof and
Negri, Matteo and
N{\'e}v{\'e}ol, Aur{\'e}lie and
Neves, Mariana and
Post, Matt and
Specia, Lucia and
Turchi, Marco and
Verspoor, Karin",
booktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers",
month = oct,
year = "2018",
address = "Belgium, Brussels",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W18-6446/",
doi = "10.18653/v1/W18-6446",
pages = "648--654",
abstract = "We present the LMU Munich machine translation systems for the English{--}German language pair. We have built neural machine translation systems for both translation directions (English{\textrightarrow}German and German{\textrightarrow}English) and for two different domains (the biomedical domain and the news domain). The systems were used for our participation in the WMT18 biomedical translation task and in the shared task on machine translation of news. The main focus of our recent system development efforts has been on achieving improvements in the biomedical domain over last year`s strong biomedical translation engine for English{\textrightarrow}German (Huck et al., 2017a). Considerable progress has been made in the latter task, which we report on in this paper."
}
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%0 Conference Proceedings %T LMU Munich‘s Neural Machine Translation Systems at WMT 2018 %A Huck, Matthias %A Stojanovski, Dario %A Hangya, Viktor %A Fraser, Alexander %Y Bojar, Ondřej %Y Chatterjee, Rajen %Y Federmann, Christian %Y Fishel, Mark %Y Graham, Yvette %Y Haddow, Barry %Y Huck, Matthias %Y Yepes, Antonio Jimeno %Y Koehn, Philipp %Y Monz, Christof %Y Negri, Matteo %Y Névéol, Aurélie %Y Neves, Mariana %Y Post, Matt %Y Specia, Lucia %Y Turchi, Marco %Y Verspoor, Karin %S Proceedings of the Third Conference on Machine Translation: Shared Task Papers %D 2018 %8 October %I Association for Computational Linguistics %C Belgium, Brussels %F huck-etal-2018-lmu %X We present the LMU Munich machine translation systems for the English–German language pair. We have built neural machine translation systems for both translation directions (English→German and German→English) and for two different domains (the biomedical domain and the news domain). The systems were used for our participation in the WMT18 biomedical translation task and in the shared task on machine translation of news. The main focus of our recent system development efforts has been on achieving improvements in the biomedical domain over last year‘s strong biomedical translation engine for English→German (Huck et al., 2017a). Considerable progress has been made in the latter task, which we report on in this paper. %R 10.18653/v1/W18-6446 %U https://aclanthology.org/W18-6446/ %U https://doi.org/10.18653/v1/W18-6446 %P 648-654
Markdown (Informal)
[LMU Munich’s Neural Machine Translation Systems at WMT 2018](https://aclanthology.org/W18-6446/) (Huck et al., WMT 2018)
- LMU Munich’s Neural Machine Translation Systems at WMT 2018 (Huck et al., WMT 2018)
ACL
- Matthias Huck, Dario Stojanovski, Viktor Hangya, and Alexander Fraser. 2018. LMU Munich’s Neural Machine Translation Systems at WMT 2018. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 648–654, Belgium, Brussels. Association for Computational Linguistics.