ProMut: The Evolution of NMT Didactic Tools

Pilar Sánchez-Gijón; Gema Ramírez-Sánchez

ProMut: The Evolution of NMT Didactic Tools

Pilar Sánchez-Gijón, Gema Ramírez-Sánchez

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Abstract

Neural Machine Translation intensifies educational challenges in translation technologies. The MultiTraiNMT project developed MutNMT, an open-source, didactic platform for training and evaluating NMT systems. Building upon it, LT-LiDER introduces ProMut which implements three main novel features: migration of the core NMT framework from JoeyNMT to MarianNMT, close integration with OPUS datasets, engines and connectors and the addition of a researcher profile for larger datasets and extended training processes and evaluation.

Anthology ID:: 2025.mtsummit-2.16
Volume:: Proceedings of Machine Translation Summit XX: Volume 2
Month:: June
Year:: 2025
Address:: Geneva, Switzerland
Editors:: Pierrette Bouillon, Johanna Gerlach, Sabrina Girletti, Lise Volkart, Raphael Rubino, Rico Sennrich, Samuel Läubli, Martin Volk, Miquel Esplà-Gomis, Vincent Vandeghinste, Helena Moniz, Sara Szoc
Venue:: MTSummit
SIG:
Publisher:: European Association for Machine Translation
Note:
Pages:: 91–92
Language:
URL:: https://aclanthology.org/2025.mtsummit-2.16/
DOI:
Bibkey:
Cite (ACL):: Pilar Sánchez-Gijón and Gema Ramírez-Sánchez. 2025. ProMut: The Evolution of NMT Didactic Tools. In Proceedings of Machine Translation Summit XX: Volume 2, pages 91–92, Geneva, Switzerland. European Association for Machine Translation.
Cite (Informal):: ProMut: The Evolution of NMT Didactic Tools (Sánchez-Gijón & Ramírez-Sánchez, MTSummit 2025)
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PDF:: https://aclanthology.org/2025.mtsummit-2.16.pdf

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@inproceedings{sanchez-gijon-ramirez-sanchez-2025-promut,
    title = "{P}ro{M}ut: The Evolution of {NMT} Didactic Tools",
    author = "S{\'a}nchez-Gij{\'o}n, Pilar  and
      Ram{\'i}rez-S{\'a}nchez, Gema",
    editor = {Bouillon, Pierrette  and
      Gerlach, Johanna  and
      Girletti, Sabrina  and
      Volkart, Lise  and
      Rubino, Raphael  and
      Sennrich, Rico  and
      L{\"a}ubli, Samuel  and
      Volk, Martin  and
      Espl{\`a}-Gomis, Miquel  and
      Vandeghinste, Vincent  and
      Moniz, Helena  and
      Szoc, Sara},
    booktitle = "Proceedings of Machine Translation Summit XX: Volume 2",
    month = jun,
    year = "2025",
    address = "Geneva, Switzerland",
    publisher = "European Association for Machine Translation",
    url = "https://aclanthology.org/2025.mtsummit-2.16/",
    pages = "91--92",
    ISBN = "978-2-9701897-1-8",
    abstract = "Neural Machine Translation intensifies educational challenges in translation technologies. The MultiTraiNMT project developed MutNMT, an open-source, didactic platform for training and evaluating NMT systems. Building upon it, LT-LiDER introduces ProMut which implements three main novel features: migration of the core NMT framework from JoeyNMT to MarianNMT, close integration with OPUS datasets, engines and connectors and the addition of a researcher profile for larger datasets and extended training processes and evaluation."
}

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%0 Conference Proceedings
%T ProMut: The Evolution of NMT Didactic Tools
%A Sánchez-Gijón, Pilar
%A Ramírez-Sánchez, Gema
%Y Bouillon, Pierrette
%Y Gerlach, Johanna
%Y Girletti, Sabrina
%Y Volkart, Lise
%Y Rubino, Raphael
%Y Sennrich, Rico
%Y Läubli, Samuel
%Y Volk, Martin
%Y Esplà-Gomis, Miquel
%Y Vandeghinste, Vincent
%Y Moniz, Helena
%Y Szoc, Sara
%S Proceedings of Machine Translation Summit XX: Volume 2
%D 2025
%8 June
%I European Association for Machine Translation
%C Geneva, Switzerland
%@ 978-2-9701897-1-8
%F sanchez-gijon-ramirez-sanchez-2025-promut
%X Neural Machine Translation intensifies educational challenges in translation technologies. The MultiTraiNMT project developed MutNMT, an open-source, didactic platform for training and evaluating NMT systems. Building upon it, LT-LiDER introduces ProMut which implements three main novel features: migration of the core NMT framework from JoeyNMT to MarianNMT, close integration with OPUS datasets, engines and connectors and the addition of a researcher profile for larger datasets and extended training processes and evaluation.
%U https://aclanthology.org/2025.mtsummit-2.16/
%P 91-92

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Markdown (Informal)

[ProMut: The Evolution of NMT Didactic Tools](https://aclanthology.org/2025.mtsummit-2.16/) (Sánchez-Gijón & Ramírez-Sánchez, MTSummit 2025)

ProMut: The Evolution of NMT Didactic Tools (Sánchez-Gijón & Ramírez-Sánchez, MTSummit 2025)

ACL

Pilar Sánchez-Gijón and Gema Ramírez-Sánchez. 2025. ProMut: The Evolution of NMT Didactic Tools. In Proceedings of Machine Translation Summit XX: Volume 2, pages 91–92, Geneva, Switzerland. European Association for Machine Translation.