The University of Helsinki Submissions to the WMT19 News Translation Task
Aarne Talman, Umut Sulubacak, Raúl Vázquez, Yves Scherrer, Sami Virpioja, Alessandro Raganato, Arvi Hurskainen, Jörg Tiedemann
Abstract
In this paper we present the University of Helsinki submissions to the WMT 2019 shared news translation task in three language pairs: English-German, English-Finnish and Finnish-English. This year we focused first on cleaning and filtering the training data using multiple data-filtering approaches, resulting in much smaller and cleaner training sets. For English-German we trained both sentence-level transformer models as well as compared different document-level translation approaches. For Finnish-English and English-Finnish we focused on different segmentation approaches and we also included a rule-based system for English-Finnish.- Anthology ID:
- W19-5347
- Volume:
- Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)
- Month:
- August
- Year:
- 2019
- Address:
- Florence, Italy
- Editors:
- Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, André Martins, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana Neves, Matt Post, Marco Turchi, Karin Verspoor
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 412–423
- Language:
- URL:
- https://aclanthology.org/W19-5347
- DOI:
- 10.18653/v1/W19-5347
- Bibkey:
- Cite (ACL):
- Aarne Talman, Umut Sulubacak, Raúl Vázquez, Yves Scherrer, Sami Virpioja, Alessandro Raganato, Arvi Hurskainen, and Jörg Tiedemann. 2019. The University of Helsinki Submissions to the WMT19 News Translation Task. In Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), pages 412–423, Florence, Italy. Association for Computational Linguistics.
- Cite (Informal):
- The University of Helsinki Submissions to the WMT19 News Translation Task (Talman et al., WMT 2019)
- Copy Citation:
- PDF:
- https://aclanthology.org/W19-5347.pdf
Export citation
@inproceedings{talman-etal-2019-university,
title = "The {U}niversity of {H}elsinki Submissions to the {WMT}19 News Translation Task",
author = {Talman, Aarne and
Sulubacak, Umut and
V{\'a}zquez, Ra{\'u}l and
Scherrer, Yves and
Virpioja, Sami and
Raganato, Alessandro and
Hurskainen, Arvi and
Tiedemann, J{\"o}rg},
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
Martins, Andr{\'e} and
Monz, Christof and
Negri, Matteo and
N{\'e}v{\'e}ol, Aur{\'e}lie and
Neves, Mariana and
Post, Matt and
Turchi, Marco and
Verspoor, Karin",
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/W19-5347",
doi = "10.18653/v1/W19-5347",
pages = "412--423",
abstract = "In this paper we present the University of Helsinki submissions to the WMT 2019 shared news translation task in three language pairs: English-German, English-Finnish and Finnish-English. This year we focused first on cleaning and filtering the training data using multiple data-filtering approaches, resulting in much smaller and cleaner training sets. For English-German we trained both sentence-level transformer models as well as compared different document-level translation approaches. For Finnish-English and English-Finnish we focused on different segmentation approaches and we also included a rule-based system for English-Finnish.",
}
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%0 Conference Proceedings %T The University of Helsinki Submissions to the WMT19 News Translation Task %A Talman, Aarne %A Sulubacak, Umut %A Vázquez, Raúl %A Scherrer, Yves %A Virpioja, Sami %A Raganato, Alessandro %A Hurskainen, Arvi %A Tiedemann, Jörg %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 Martins, André %Y Monz, Christof %Y Negri, Matteo %Y Névéol, Aurélie %Y Neves, Mariana %Y Post, Matt %Y Turchi, Marco %Y Verspoor, Karin %S Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F talman-etal-2019-university %X In this paper we present the University of Helsinki submissions to the WMT 2019 shared news translation task in three language pairs: English-German, English-Finnish and Finnish-English. This year we focused first on cleaning and filtering the training data using multiple data-filtering approaches, resulting in much smaller and cleaner training sets. For English-German we trained both sentence-level transformer models as well as compared different document-level translation approaches. For Finnish-English and English-Finnish we focused on different segmentation approaches and we also included a rule-based system for English-Finnish. %R 10.18653/v1/W19-5347 %U https://aclanthology.org/W19-5347 %U https://doi.org/10.18653/v1/W19-5347 %P 412-423
Markdown (Informal)
[The University of Helsinki Submissions to the WMT19 News Translation Task](https://aclanthology.org/W19-5347) (Talman et al., WMT 2019)
- The University of Helsinki Submissions to the WMT19 News Translation Task (Talman et al., WMT 2019)
ACL
- Aarne Talman, Umut Sulubacak, Raúl Vázquez, Yves Scherrer, Sami Virpioja, Alessandro Raganato, Arvi Hurskainen, and Jörg Tiedemann. 2019. The University of Helsinki Submissions to the WMT19 News Translation Task. In Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), pages 412–423, Florence, Italy. Association for Computational Linguistics.