RTM Super Learner Results at Quality Estimation Task

Ergun Bicici

RTM Super Learner Results at Quality Estimation Task

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Abstract

We obtain new results using referential translation machines (RTMs) with predictions mixed to obtain a better mixture of experts prediction. Our super learner results improve the results and provide a robust combination model.

Anthology ID:: 2021.wmt-1.91
Volume:: Proceedings of the Sixth Conference on Machine Translation
Month:: November
Year:: 2021
Address:: Online
Editors:: Loic Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussa, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Tom Kocmi, Andre Martins, Makoto Morishita, Christof Monz
Venue:: WMT
SIG:: SIGMT
Publisher:: Association for Computational Linguistics
Note:
Pages:: 885–889
Language:
URL:: https://aclanthology.org/2021.wmt-1.91/
DOI:
Bibkey:
Cite (ACL):: Ergun Biçici. 2021. RTM Super Learner Results at Quality Estimation Task. In Proceedings of the Sixth Conference on Machine Translation, pages 885–889, Online. Association for Computational Linguistics.
Cite (Informal):: RTM Super Learner Results at Quality Estimation Task (Biçici, WMT 2021)
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PDF:: https://aclanthology.org/2021.wmt-1.91.pdf

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@inproceedings{bicici-2021-rtm,
    title = "{RTM} Super Learner Results at Quality Estimation Task",
    author = "Bi{\c{c}}ici, Ergun",
    editor = "Barrault, Loic  and
      Bojar, Ondrej  and
      Bougares, Fethi  and
      Chatterjee, Rajen  and
      Costa-jussa, Marta R.  and
      Federmann, Christian  and
      Fishel, Mark  and
      Fraser, Alexander  and
      Freitag, Markus  and
      Graham, Yvette  and
      Grundkiewicz, Roman  and
      Guzman, Paco  and
      Haddow, Barry  and
      Huck, Matthias  and
      Yepes, Antonio Jimeno  and
      Koehn, Philipp  and
      Kocmi, Tom  and
      Martins, Andre  and
      Morishita, Makoto  and
      Monz, Christof",
    booktitle = "Proceedings of the Sixth Conference on Machine Translation",
    month = nov,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.wmt-1.91/",
    pages = "885--889",
    abstract = "We obtain new results using referential translation machines (RTMs) with predictions mixed to obtain a better mixture of experts prediction. Our super learner results improve the results and provide a robust combination model."
}

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%0 Conference Proceedings
%T RTM Super Learner Results at Quality Estimation Task
%A Biçici, Ergun
%Y Barrault, Loic
%Y Bojar, Ondrej
%Y Bougares, Fethi
%Y Chatterjee, Rajen
%Y Costa-jussa, Marta R.
%Y Federmann, Christian
%Y Fishel, Mark
%Y Fraser, Alexander
%Y Freitag, Markus
%Y Graham, Yvette
%Y Grundkiewicz, Roman
%Y Guzman, Paco
%Y Haddow, Barry
%Y Huck, Matthias
%Y Yepes, Antonio Jimeno
%Y Koehn, Philipp
%Y Kocmi, Tom
%Y Martins, Andre
%Y Morishita, Makoto
%Y Monz, Christof
%S Proceedings of the Sixth Conference on Machine Translation
%D 2021
%8 November
%I Association for Computational Linguistics
%C Online
%F bicici-2021-rtm
%X We obtain new results using referential translation machines (RTMs) with predictions mixed to obtain a better mixture of experts prediction. Our super learner results improve the results and provide a robust combination model.
%U https://aclanthology.org/2021.wmt-1.91/
%P 885-889

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Markdown (Informal)

[RTM Super Learner Results at Quality Estimation Task](https://aclanthology.org/2021.wmt-1.91/) (Biçici, WMT 2021)

RTM Super Learner Results at Quality Estimation Task (Biçici, WMT 2021)

ACL

Ergun Biçici. 2021. RTM Super Learner Results at Quality Estimation Task. In Proceedings of the Sixth Conference on Machine Translation, pages 885–889, Online. Association for Computational Linguistics.