QUARTZ: Quality-Aware Machine Translation

José G. C. de Souza; Ricardo Rei; Ana C. Farinha; Helena Moniz; André F. T. Martins

QUARTZ: Quality-Aware Machine Translation

José G.C. de Souza, Ricardo Rei, Ana C. Farinha, Helena Moniz, André F. T. Martins

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Abstract

This paper presents QUARTZ, QUality-AwaRe machine Translation, a project led by Unbabel which aims at developing machine translation systems that are more robust and produce fewer critical errors. With QUARTZ we want to enable machine translation for user-generated conversational content types that do not tolerate critical errors in automatic translations.

Anthology ID:: 2022.eamt-1.47
Volume:: Proceedings of the 23rd Annual Conference of the European Association for Machine Translation
Month:: June
Year:: 2022
Address:: Ghent, Belgium
Editors:: Helena Moniz, Lieve Macken, Andrew Rufener, Loïc Barrault, Marta R. Costa-jussà, Christophe Declercq, Maarit Koponen, Ellie Kemp, Spyridon Pilos, Mikel L. Forcada, Carolina Scarton, Joachim Van den Bogaert, Joke Daems, Arda Tezcan, Bram Vanroy, Margot Fonteyne
Venue:: EAMT
SIG:
Publisher:: European Association for Machine Translation
Note:
Pages:: 315–316
Language:
URL:: https://aclanthology.org/2022.eamt-1.47/
DOI:
Bibkey:
Cite (ACL):: José G.C. de Souza, Ricardo Rei, Ana C. Farinha, Helena Moniz, and André F. T. Martins. 2022. QUARTZ: Quality-Aware Machine Translation. In Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, pages 315–316, Ghent, Belgium. European Association for Machine Translation.
Cite (Informal):: QUARTZ: Quality-Aware Machine Translation (de Souza et al., EAMT 2022)
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PDF:: https://aclanthology.org/2022.eamt-1.47.pdf

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@inproceedings{de-souza-etal-2022-quartz,
    title = "{QUARTZ}: Quality-Aware Machine Translation",
    author = "de Souza, Jos{\'e} G.C.  and
      Rei, Ricardo  and
      Farinha, Ana C.  and
      Moniz, Helena  and
      Martins, Andr{\'e} F. T.",
    editor = {Moniz, Helena  and
      Macken, Lieve  and
      Rufener, Andrew  and
      Barrault, Lo{\"i}c  and
      Costa-juss{\`a}, Marta R.  and
      Declercq, Christophe  and
      Koponen, Maarit  and
      Kemp, Ellie  and
      Pilos, Spyridon  and
      Forcada, Mikel L.  and
      Scarton, Carolina  and
      Van den Bogaert, Joachim  and
      Daems, Joke  and
      Tezcan, Arda  and
      Vanroy, Bram  and
      Fonteyne, Margot},
    booktitle = "Proceedings of the 23rd Annual Conference of the European Association for Machine Translation",
    month = jun,
    year = "2022",
    address = "Ghent, Belgium",
    publisher = "European Association for Machine Translation",
    url = "https://aclanthology.org/2022.eamt-1.47/",
    pages = "315--316",
    abstract = "This paper presents QUARTZ, QUality-AwaRe machine Translation, a project led by Unbabel which aims at developing machine translation systems that are more robust and produce fewer critical errors. With QUARTZ we want to enable machine translation for user-generated conversational content types that do not tolerate critical errors in automatic translations."
}

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%0 Conference Proceedings
%T QUARTZ: Quality-Aware Machine Translation
%A de Souza, José G.C.
%A Rei, Ricardo
%A Farinha, Ana C.
%A Moniz, Helena
%A Martins, André F. T.
%Y Moniz, Helena
%Y Macken, Lieve
%Y Rufener, Andrew
%Y Barrault, Loïc
%Y Costa-jussà, Marta R.
%Y Declercq, Christophe
%Y Koponen, Maarit
%Y Kemp, Ellie
%Y Pilos, Spyridon
%Y Forcada, Mikel L.
%Y Scarton, Carolina
%Y Van den Bogaert, Joachim
%Y Daems, Joke
%Y Tezcan, Arda
%Y Vanroy, Bram
%Y Fonteyne, Margot
%S Proceedings of the 23rd Annual Conference of the European Association for Machine Translation
%D 2022
%8 June
%I European Association for Machine Translation
%C Ghent, Belgium
%F de-souza-etal-2022-quartz
%X This paper presents QUARTZ, QUality-AwaRe machine Translation, a project led by Unbabel which aims at developing machine translation systems that are more robust and produce fewer critical errors. With QUARTZ we want to enable machine translation for user-generated conversational content types that do not tolerate critical errors in automatic translations.
%U https://aclanthology.org/2022.eamt-1.47/
%P 315-316

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Markdown (Informal)

[QUARTZ: Quality-Aware Machine Translation](https://aclanthology.org/2022.eamt-1.47/) (de Souza et al., EAMT 2022)

QUARTZ: Quality-Aware Machine Translation (de Souza et al., EAMT 2022)

ACL

José G.C. de Souza, Ricardo Rei, Ana C. Farinha, Helena Moniz, and André F. T. Martins. 2022. QUARTZ: Quality-Aware Machine Translation. In Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, pages 315–316, Ghent, Belgium. European Association for Machine Translation.