The AFRL WMT18 Systems: Ensembling, Continuation and Combination
Jeremy Gwinnup, Tim Anderson, Grant Erdmann, Katherine Young
Abstract
This paper describes the Air Force Research Laboratory (AFRL) machine translation systems and the improvements that were developed during the WMT18 evaluation campaign. This year, we examined the developments and additions to popular neural machine translation toolkits and measure improvements in performance on the Russian–English language pair.- Anthology ID:
- W18-6411
- 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:
- 394–398
- Language:
- URL:
- https://aclanthology.org/W18-6411
- DOI:
- 10.18653/v1/W18-6411
- Bibkey:
- Cite (ACL):
- Jeremy Gwinnup, Tim Anderson, Grant Erdmann, and Katherine Young. 2018. The AFRL WMT18 Systems: Ensembling, Continuation and Combination. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 394–398, Belgium, Brussels. Association for Computational Linguistics.
- Cite (Informal):
- The AFRL WMT18 Systems: Ensembling, Continuation and Combination (Gwinnup et al., WMT 2018)
- Copy Citation:
- PDF:
- https://aclanthology.org/W18-6411.pdf
Export citation
@inproceedings{gwinnup-etal-2018-afrl,
title = "The {AFRL} {WMT}18 Systems: Ensembling, Continuation and Combination",
author = "Gwinnup, Jeremy and
Anderson, Tim and
Erdmann, Grant and
Young, Katherine",
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/W18-6411",
doi = "10.18653/v1/W18-6411",
pages = "394--398",
abstract = "This paper describes the Air Force Research Laboratory (AFRL) machine translation systems and the improvements that were developed during the WMT18 evaluation campaign. This year, we examined the developments and additions to popular neural machine translation toolkits and measure improvements in performance on the Russian{--}English language pair.",
}
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%0 Conference Proceedings %T The AFRL WMT18 Systems: Ensembling, Continuation and Combination %A Gwinnup, Jeremy %A Anderson, Tim %A Erdmann, Grant %A Young, Katherine %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 gwinnup-etal-2018-afrl %X This paper describes the Air Force Research Laboratory (AFRL) machine translation systems and the improvements that were developed during the WMT18 evaluation campaign. This year, we examined the developments and additions to popular neural machine translation toolkits and measure improvements in performance on the Russian–English language pair. %R 10.18653/v1/W18-6411 %U https://aclanthology.org/W18-6411 %U https://doi.org/10.18653/v1/W18-6411 %P 394-398
Markdown (Informal)
[The AFRL WMT18 Systems: Ensembling, Continuation and Combination](https://aclanthology.org/W18-6411) (Gwinnup et al., WMT 2018)
- The AFRL WMT18 Systems: Ensembling, Continuation and Combination (Gwinnup et al., WMT 2018)
ACL
- Jeremy Gwinnup, Tim Anderson, Grant Erdmann, and Katherine Young. 2018. The AFRL WMT18 Systems: Ensembling, Continuation and Combination. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 394–398, Belgium, Brussels. Association for Computational Linguistics.