LIMSI @ WMT 2020

Sadaf Abdul-Rauf; José Carlos Rosales Núñez; Minh Quang Pham; François Yvon

doi:10.18653/v1/2020.wmt-1.86

LIMSI @ WMT 2020

Sadaf Abdul Rauf, José Carlos Rosales Núñez, Minh Quang Pham, François Yvon

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Abstract

This paper describes LIMSI’s submissions to the translation shared tasks at WMT’20. This year we have focused our efforts on the biomedical translation task, developing a resource-heavy system for the translation of medical abstracts from English into French, using back-translated texts, terminological resources as well as multiple pre-processing pipelines, including pre-trained representations. Systems were also prepared for the robustness task for translating from English into German; for this large-scale task we developed multi-domain, noise-robust, translation systems aim to handle the two test conditions: zero-shot and few-shot domain adaptation.

Anthology ID:: 2020.wmt-1.86
Volume:: Proceedings of the Fifth Conference on Machine Translation
Month:: November
Year:: 2020
Address:: Online
Editors:: Loïc Barrault, Ondřej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Yvette Graham, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, André Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri
Venue:: WMT
SIG:: SIGMT
Publisher:: Association for Computational Linguistics
Note:
Pages:: 803–812
Language:
URL:: https://aclanthology.org/2020.wmt-1.86/
DOI:: 10.18653/v1/2020.wmt-1.86
Bibkey:
Cite (ACL):: Sadaf Abdul Rauf, José Carlos Rosales Núñez, Minh Quang Pham, and François Yvon. 2020. LIMSI @ WMT 2020. In Proceedings of the Fifth Conference on Machine Translation, pages 803–812, Online. Association for Computational Linguistics.
Cite (Informal):: LIMSI @ WMT 2020 (Abdul Rauf et al., WMT 2020)
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PDF:: https://aclanthology.org/2020.wmt-1.86.pdf
Video:: https://slideslive.com/38939618

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@inproceedings{abdul-rauf-etal-2020-limsi,
    title = "{LIMSI} @ {WMT} 2020",
    author = "Abdul Rauf, Sadaf  and
      Rosales N{\'u}{\~n}ez, Jos{\'e} Carlos  and
      Pham, Minh Quang  and
      Yvon, Fran{\c{c}}ois",
    editor = {Barrault, Lo{\"i}c  and
      Bojar, Ond{\v{r}}ej  and
      Bougares, Fethi  and
      Chatterjee, Rajen  and
      Costa-juss{\`a}, Marta R.  and
      Federmann, Christian  and
      Fishel, Mark  and
      Fraser, Alexander  and
      Graham, Yvette  and
      Guzman, Paco  and
      Haddow, Barry  and
      Huck, Matthias  and
      Yepes, Antonio Jimeno  and
      Koehn, Philipp  and
      Martins, Andr{\'e}  and
      Morishita, Makoto  and
      Monz, Christof  and
      Nagata, Masaaki  and
      Nakazawa, Toshiaki  and
      Negri, Matteo},
    booktitle = "Proceedings of the Fifth Conference on Machine Translation",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.wmt-1.86/",
    doi = "10.18653/v1/2020.wmt-1.86",
    pages = "803--812",
    abstract = "This paper describes LIMSI{'}s submissions to the translation shared tasks at WMT{'}20. This year we have focused our efforts on the biomedical translation task, developing a resource-heavy system for the translation of medical abstracts from English into French, using back-translated texts, terminological resources as well as multiple pre-processing pipelines, including pre-trained representations. Systems were also prepared for the robustness task for translating from English into German; for this large-scale task we developed multi-domain, noise-robust, translation systems aim to handle the two test conditions: zero-shot and few-shot domain adaptation."
}

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%0 Conference Proceedings
%T LIMSI @ WMT 2020
%A Abdul Rauf, Sadaf
%A Rosales Núñez, José Carlos
%A Pham, Minh Quang
%A Yvon, François
%Y Barrault, Loïc
%Y Bojar, Ondřej
%Y Bougares, Fethi
%Y Chatterjee, Rajen
%Y Costa-jussà, Marta R.
%Y Federmann, Christian
%Y Fishel, Mark
%Y Fraser, Alexander
%Y Graham, Yvette
%Y Guzman, Paco
%Y Haddow, Barry
%Y Huck, Matthias
%Y Yepes, Antonio Jimeno
%Y Koehn, Philipp
%Y Martins, André
%Y Morishita, Makoto
%Y Monz, Christof
%Y Nagata, Masaaki
%Y Nakazawa, Toshiaki
%Y Negri, Matteo
%S Proceedings of the Fifth Conference on Machine Translation
%D 2020
%8 November
%I Association for Computational Linguistics
%C Online
%F abdul-rauf-etal-2020-limsi
%X This paper describes LIMSI’s submissions to the translation shared tasks at WMT’20. This year we have focused our efforts on the biomedical translation task, developing a resource-heavy system for the translation of medical abstracts from English into French, using back-translated texts, terminological resources as well as multiple pre-processing pipelines, including pre-trained representations. Systems were also prepared for the robustness task for translating from English into German; for this large-scale task we developed multi-domain, noise-robust, translation systems aim to handle the two test conditions: zero-shot and few-shot domain adaptation.
%R 10.18653/v1/2020.wmt-1.86
%U https://aclanthology.org/2020.wmt-1.86/
%U https://doi.org/10.18653/v1/2020.wmt-1.86
%P 803-812

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Markdown (Informal)

[LIMSI @ WMT 2020](https://aclanthology.org/2020.wmt-1.86/) (Abdul Rauf et al., WMT 2020)

LIMSI @ WMT 2020 (Abdul Rauf et al., WMT 2020)

ACL

Sadaf Abdul Rauf, José Carlos Rosales Núñez, Minh Quang Pham, and François Yvon. 2020. LIMSI @ WMT 2020. In Proceedings of the Fifth Conference on Machine Translation, pages 803–812, Online. Association for Computational Linguistics.