Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas

Manuel Mager, Arturo Oncevay, Abteen Ebrahimi, John Ortega, Annette Rios, Angela Fan, Ximena Gutierrez-Vasques, Luis Chiruzzo, Gustavo A. Giménez-Lugo, Ricardo Ramos, Ivan Vladimir Meza Ruiz, Rolando Coto-Solano, Alexis Palmer, Elisabeth Mager, Vishrav Chaudhary, Graham Neubig, Ngoc Thang Vu, Katharina Kann

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

52 Citas (Scopus)

Resumen

This paper presents the results of the 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas. The shared task featured two independent tracks, and participants submitted machine translation systems for up to 10 indigenous languages. Overall, 8 teams participated with a total of 214 submissions. We provided training sets consisting of data collected from various sources, as well as manually translated sentences for the development and test sets. An official baseline trained on this data was also provided. Team submissions featured a variety of architectures, including both statistical and neural models, and for the majority of languages, many teams were able to considerably improve over the baseline. The best performing systems achieved 12.97 ChrF higher than baseline, when averaged across languages.

Idioma originalInglés
Título de la publicación alojadaProceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021
EditoresManuel Mager, Arturo Oncevay, Annette Rios, Ivan Vladimir Meza Ruiz, Alexis Palmer, Graham Neubig, Katharina Kann
EditorialAssociation for Computational Linguistics (ACL)
Páginas202-217
Número de páginas16
ISBN (versión digital)9781954085442
EstadoPublicada - 2021
Publicado de forma externa
Evento1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021 - Virtual, Online
Duración: 11 jun. 2021 → …

Serie de la publicación

NombreProceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021

Conferencia

Conferencia1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021
CiudadVirtual, Online
Período11/06/21 → …

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