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The TALP-UPC machine translation systems for WMT18 news translation shared task

Autor
Casas, N.; Escolano, C.; Ruiz, M.; Fonollosa, José A. R.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
3rd Conference on Machine Translation
Any de l'edició
2018
Data de presentació
2018-10-31
Llibre d'actes
WMT2018: Third Conference on Machine Translation: proceedings of the conference: october 31-november 1, 2018, Brussels, Belgium
Pàgina inicial
359
Pàgina final
364
Editor
Association for Computational Linguistics
Repositori
http://hdl.handle.net/2117/126757 Obrir en finestra nova
URL
http://www.statmt.org/wmt18/pdf/WMT033.pdf Obrir en finestra nova
Resum
In this article we describe the TALP-UPC research group participation in the WMT18 news shared translation task for FinnishEnglish and Estonian-English within the multi-lingual subtrack. All of our primary submissions implement an attention-based Neural Machine Translation architecture. Given that Finnish and Estonian belong to the same language family and are similar, we use as training data the combination of the datasets of both language pairs to paliate the data scarceness of each individual...
Citació
Casas, N., Escolano, C., Ruiz, M., Fonollosa, J. A. R. The TALP-UPC machine translation systems for WMT18 news translation shared task. A: Conference on Machine Translation. "WMT2018: Third Conference on Machine Translation: proceedings of the conference: october 31-november 1, 2018, Brussels, Belgium". Stroudsburg, PA: Association for Computational Linguistics, 2018, p. 359-364.
Grup de recerca
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre de Tecnologies i Aplicacions del Llenguatge i la Parla
VEU - Grup de Tractament de la Parla

Participants