Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering
Philipp Koehn, Huda Khayrallah, Kenneth Heafield, Mikel L. Forcada
Abstract
We posed the shared task of assigning sentence-level quality scores for a very noisy corpus of sentence pairs crawled from the web, with the goal of sub-selecting 1% and 10% of high-quality data to be used to train machine translation systems. Seventeen participants from companies, national research labs, and universities participated in this task.- Anthology ID:
- W18-6453
- 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:
- 726–739
- Language:
- URL:
- https://aclanthology.org/W18-6453
- DOI:
- 10.18653/v1/W18-6453
- Bibkey:
- Cite (ACL):
- Philipp Koehn, Huda Khayrallah, Kenneth Heafield, and Mikel L. Forcada. 2018. Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 726–739, Belgium, Brussels. Association for Computational Linguistics.
- Cite (Informal):
- Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering (Koehn et al., WMT 2018)
- Copy Citation:
- PDF:
- https://aclanthology.org/W18-6453.pdf
Export citation
@inproceedings{koehn-etal-2018-findings,
title = "Findings of the {WMT} 2018 Shared Task on Parallel Corpus Filtering",
author = "Koehn, Philipp and
Khayrallah, Huda and
Heafield, Kenneth and
Forcada, Mikel L.",
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/W18-6453",
doi = "10.18653/v1/W18-6453",
pages = "726--739",
abstract = "We posed the shared task of assigning sentence-level quality scores for a very noisy corpus of sentence pairs crawled from the web, with the goal of sub-selecting 1{\%} and 10{\%} of high-quality data to be used to train machine translation systems. Seventeen participants from companies, national research labs, and universities participated in this task.",
}
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%0 Conference Proceedings %T Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering %A Koehn, Philipp %A Khayrallah, Huda %A Heafield, Kenneth %A Forcada, Mikel L. %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 koehn-etal-2018-findings %X We posed the shared task of assigning sentence-level quality scores for a very noisy corpus of sentence pairs crawled from the web, with the goal of sub-selecting 1% and 10% of high-quality data to be used to train machine translation systems. Seventeen participants from companies, national research labs, and universities participated in this task. %R 10.18653/v1/W18-6453 %U https://aclanthology.org/W18-6453 %U https://doi.org/10.18653/v1/W18-6453 %P 726-739
Markdown (Informal)
[Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering](https://aclanthology.org/W18-6453) (Koehn et al., WMT 2018)
- Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering (Koehn et al., WMT 2018)
ACL
- Philipp Koehn, Huda Khayrallah, Kenneth Heafield, and Mikel L. Forcada. 2018. Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 726–739, Belgium, Brussels. Association for Computational Linguistics.