Training and integration of neural machine translation with MTUOC

Antoni Oliver; Sergi Álvarez

Training and integration of neural machine translation with MTUOC

Antoni Oliver, Sergi Álvarez

Department of Translation and Interpreting and East Asia Studies

Universitat Oberta de Catalunya (UOC)

Research output: Chapter in Book › Chapter › Research › peer-review

Abstract

In this paper the goals and main objectives of the project MTUOC are presented. This project aims to ease the process of training and integrating neural machine translation (NMT) systems into professional translation environments. The MTUOC project distributes a series of auxiliary tools that allow to perform parallel corpus compilation and preprocessing, as well as the training of NMT systems. The project also distributes a server that implements most of the communication protocols used in computer assisted translation tools.

Original language	English
Title of host publication	Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023
Editors	Miquel Espla-Gomis, Mikel L. Forcada, Mikel L. Forcada, Taja Kuzman, Nikola Ljubesic, Rik van Noord, Gema Ramirez-Sanchez, Jorg Tiedemann, Antonio Toral
Publisher	European Association for Machine Translation
Pages	5-13
Number of pages	9
ISBN (Electronic)	9788413022284
Publication status	Published - 2023

Publication series

Name	Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023

Cite this

Oliver, A., & Álvarez, S. (2023). Training and integration of neural machine translation with MTUOC. In M. Espla-Gomis, M. L. Forcada, M. L. Forcada, T. Kuzman, N. Ljubesic, R. van Noord, G. Ramirez-Sanchez, J. Tiedemann, & A. Toral (Eds.), Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023 (pp. 5-13). (Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023). European Association for Machine Translation.

Oliver, Antoni ; Álvarez, Sergi. / Training and integration of neural machine translation with MTUOC. Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023. editor / Miquel Espla-Gomis ; Mikel L. Forcada ; Mikel L. Forcada ; Taja Kuzman ; Nikola Ljubesic ; Rik van Noord ; Gema Ramirez-Sanchez ; Jorg Tiedemann ; Antonio Toral. European Association for Machine Translation, 2023. pp. 5-13 (Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023).

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title = "Training and integration of neural machine translation with MTUOC",

abstract = "In this paper the goals and main objectives of the project MTUOC are presented. This project aims to ease the process of training and integrating neural machine translation (NMT) systems into professional translation environments. The MTUOC project distributes a series of auxiliary tools that allow to perform parallel corpus compilation and preprocessing, as well as the training of NMT systems. The project also distributes a server that implements most of the communication protocols used in computer assisted translation tools.",

author = "Antoni Oliver and Sergi {\'A}lvarez",

year = "2023",

language = "English",

series = "Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023",

publisher = "European Association for Machine Translation",

pages = "5--13",

editor = "Miquel Espla-Gomis and Forcada, {Mikel L.} and Forcada, {Mikel L.} and Taja Kuzman and Nikola Ljubesic and {van Noord}, Rik and Gema Ramirez-Sanchez and Jorg Tiedemann and Antonio Toral",

booktitle = "Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023",

}

Oliver, A & Álvarez, S 2023, Training and integration of neural machine translation with MTUOC. in M Espla-Gomis, ML Forcada, ML Forcada, T Kuzman, N Ljubesic, R van Noord, G Ramirez-Sanchez, J Tiedemann & A Toral (eds), Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023. Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023, European Association for Machine Translation, pp. 5-13.

Training and integration of neural machine translation with MTUOC. / Oliver, Antoni; Álvarez, Sergi.
Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023. ed. / Miquel Espla-Gomis; Mikel L. Forcada; Mikel L. Forcada; Taja Kuzman; Nikola Ljubesic; Rik van Noord; Gema Ramirez-Sanchez; Jorg Tiedemann; Antonio Toral. European Association for Machine Translation, 2023. p. 5-13 (Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023).

Research output: Chapter in Book › Chapter › Research › peer-review

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A2 - Forcada, Mikel L.

A2 - Kuzman, Taja

A2 - Ljubesic, Nikola

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PB - European Association for Machine Translation

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Oliver A, Álvarez S. Training and integration of neural machine translation with MTUOC. In Espla-Gomis M, Forcada ML, Forcada ML, Kuzman T, Ljubesic N, van Noord R, Ramirez-Sanchez G, Tiedemann J, Toral A, editors, Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023. European Association for Machine Translation. 2023. p. 5-13. (Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, crowdMT 2023).

Training and integration of neural machine translation with MTUOC

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