@inproceedings{knowles-etal-2021-nrc,
title = "{NRC}-{CNRC} Machine Translation Systems for the 2021 {A}mericas{NLP} Shared Task",
author = "Knowles, Rebecca and
Stewart, Darlene and
Larkin, Samuel and
Littell, Patrick",
editor = "Mager, Manuel and
Oncevay, Arturo and
Rios, Annette and
Ruiz, Ivan Vladimir Meza and
Palmer, Alexis and
Neubig, Graham and
Kann, Katharina",
booktitle = "Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas",
month = jun,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.americasnlp-1.25/",
doi = "10.18653/v1/2021.americasnlp-1.25",
pages = "224--233",
abstract = "We describe the NRC-CNRC systems submitted to the AmericasNLP shared task on machine translation. We submitted systems translating from Spanish into Wix{\'a}rika, Nahuatl, Rar{\'a}muri, and Guaran{\'i}. Our best neural machine translation systems used multilingual pretraining, ensembling, finetuning, training on parts of the development data, and subword regularization. We also submitted translation memory systems as a strong baseline."
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%0 Conference Proceedings
%T NRC-CNRC Machine Translation Systems for the 2021 AmericasNLP Shared Task
%A Knowles, Rebecca
%A Stewart, Darlene
%A Larkin, Samuel
%A Littell, Patrick
%Y Mager, Manuel
%Y Oncevay, Arturo
%Y Rios, Annette
%Y Ruiz, Ivan Vladimir Meza
%Y Palmer, Alexis
%Y Neubig, Graham
%Y Kann, Katharina
%S Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas
%D 2021
%8 June
%I Association for Computational Linguistics
%C Online
%F knowles-etal-2021-nrc
%X We describe the NRC-CNRC systems submitted to the AmericasNLP shared task on machine translation. We submitted systems translating from Spanish into Wixárika, Nahuatl, Rarámuri, and Guaraní. Our best neural machine translation systems used multilingual pretraining, ensembling, finetuning, training on parts of the development data, and subword regularization. We also submitted translation memory systems as a strong baseline.
%R 10.18653/v1/2021.americasnlp-1.25
%U https://aclanthology.org/2021.americasnlp-1.25/
%U https://doi.org/10.18653/v1/2021.americasnlp-1.25
%P 224-233
Markdown (Informal)
[NRC-CNRC Machine Translation Systems for the 2021 AmericasNLP Shared Task](https://aclanthology.org/2021.americasnlp-1.25/) (Knowles et al., AmericasNLP 2021)
ACL