Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering

Philipp Koehn; Huda Khayrallah; Kenneth Heafield; Mikel L. Forcada

doi:10.18653/v1/W18-6453

Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering

Philipp Koehn, Huda Khayrallah, Kenneth Heafield, Mikel L. Forcada

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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)
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PDF:: https://aclanthology.org/W18-6453.pdf

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@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

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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.