Abstract
The paper describes the development process of the Tilde’s NMT systems that were submitted for the WMT 2018 shared task on news translation. We describe the data filtering and pre-processing workflows, the NMT system training architectures, and automatic evaluation results. For the WMT 2018 shared task, we submitted seven systems (both constrained and unconstrained) for English-Estonian and Estonian-English translation directions. The submitted systems were trained using Transformer models.- Anthology ID:
- W18-6423
- 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:
- 473–481
- Language:
- URL:
- https://aclanthology.org/W18-6423
- DOI:
- 10.18653/v1/W18-6423
- Bibkey:
- Cite (ACL):
- Mārcis Pinnis, Matīss Rikters, and Rihards Krišlauks. 2018. Tilde’s Machine Translation Systems for WMT 2018. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 473–481, Belgium, Brussels. Association for Computational Linguistics.
- Cite (Informal):
- Tilde’s Machine Translation Systems for WMT 2018 (Pinnis et al., WMT 2018)
- Copy Citation:
- PDF:
- https://aclanthology.org/W18-6423.pdf
- Data
- WMT 2018
Export citation
@inproceedings{pinnis-etal-2018-tildes,
title = "Tilde{'}s Machine Translation Systems for {WMT} 2018",
author = "Pinnis, M{\=a}rcis and
Rikters, Mat{\=\i}ss and
Kri{\v{s}}lauks, Rihards",
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/W18-6423",
doi = "10.18653/v1/W18-6423",
pages = "473--481",
abstract = "The paper describes the development process of the Tilde{'}s NMT systems that were submitted for the WMT 2018 shared task on news translation. We describe the data filtering and pre-processing workflows, the NMT system training architectures, and automatic evaluation results. For the WMT 2018 shared task, we submitted seven systems (both constrained and unconstrained) for English-Estonian and Estonian-English translation directions. The submitted systems were trained using Transformer models.",
}
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%0 Conference Proceedings %T Tilde’s Machine Translation Systems for WMT 2018 %A Pinnis, Mārcis %A Rikters, Matīss %A Krišlauks, Rihards %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 pinnis-etal-2018-tildes %X The paper describes the development process of the Tilde’s NMT systems that were submitted for the WMT 2018 shared task on news translation. We describe the data filtering and pre-processing workflows, the NMT system training architectures, and automatic evaluation results. For the WMT 2018 shared task, we submitted seven systems (both constrained and unconstrained) for English-Estonian and Estonian-English translation directions. The submitted systems were trained using Transformer models. %R 10.18653/v1/W18-6423 %U https://aclanthology.org/W18-6423 %U https://doi.org/10.18653/v1/W18-6423 %P 473-481
Markdown (Informal)
[Tilde’s Machine Translation Systems for WMT 2018](https://aclanthology.org/W18-6423) (Pinnis et al., WMT 2018)
- Tilde’s Machine Translation Systems for WMT 2018 (Pinnis et al., WMT 2018)
ACL
- Mārcis Pinnis, Matīss Rikters, and Rihards Krišlauks. 2018. Tilde’s Machine Translation Systems for WMT 2018. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 473–481, Belgium, Brussels. Association for Computational Linguistics.