Democratizing neural machine translation with OPUS-MT

Jörg Tiedemann; Mikko Aulamo; Daria Bakshandaeva; Michele Boggia; Stig Arne Grönroos; Tommi Nieminen; Alessandro Raganato; Yves Scherrer; Raúl Vázquez; Sami Virpioja

doi:10.1007/s10579-023-09704-w

Democratizing neural machine translation with OPUS-MT

Jörg Tiedemann, Mikko Aulamo, Daria Bakshandaeva, Michele Boggia, Stig Arne Grönroos, Tommi Nieminen, Alessandro Raganato, Yves Scherrer, Raúl Vázquez, Sami Virpioja

Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Sammanfattning

This paper presents the OPUS ecosystem with a focus on the development of open machine translation models and tools, and their integration into end-user applications, development platforms and professional workflows. We discuss our ongoing mission of increasing language coverage and translation quality, and also describe work on the development of modular translation models and speed-optimized compact solutions for real-time translation on regular desktops and small devices.

Originalspråk	engelska
Tidskrift	Language Resources and Evaluation
Antal sidor	43
ISSN	1574-020X
DOI	https://doi.org/10.1007/s10579-023-09704-w
Status	Publicerad - 13 dec. 2023
MoE-publikationstyp	A1 Tidskriftsartikel-refererad

Bibliografisk information

Publisher Copyright:
© 2023, The Author(s).

Vetenskapsgrenar

6121 Språkvetenskaper
113 Data- och informationsvetenskap

Åtkomst av dokument

10.1007/s10579-023-09704-wLicens: CC BY

s10579-023-09704-wSlutlig publicerad version, 3,33 MBLicens: CC BY

2 Slutfört
3 Aktiv

GreenNLP: Green NLP - controlling the carbon footprint in sustainable language technology
Tiedemann, J. (Projektledare), Attieh, J. (deltagare) & Nieminen, T. J. (deltagare)
Suomen Akatemia Projektilaskutus
01/01/2023 → 31/12/2025
Projekt: Finlands Akademi: Akademiprojekt med särskild inriktning
High Performance Language Technologies
Tiedemann, J. (Projektledare), Aulamo, M. (deltagare), De Gibert Bonet, O. (deltagare), Grönroos, S.-A. (deltagare), Ji, S. (deltagare), Mickus, T. (deltagare), Vahtola, T. (deltagare), Vazquez , R. (deltagare) & Virpioja, S. P. (deltagare)
Charles University in Prague Faculty of Science Department of Teaching and Didactics of Biology
01/09/2022 → 31/08/2025
Projekt: EU Horizon Europe: Innovation actions (HORIZON-IA)
OPUS: The Open Parallel Corpus
Tiedemann, J. (Projektledare)
01/06/2004 → …
Projekt: Forskningsprojekt

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title = "Democratizing neural machine translation with OPUS-MT",

abstract = "This paper presents the OPUS ecosystem with a focus on the development of open machine translation models and tools, and their integration into end-user applications, development platforms and professional workflows. We discuss our ongoing mission of increasing language coverage and translation quality, and also describe work on the development of modular translation models and speed-optimized compact solutions for real-time translation on regular desktops and small devices.",

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AU - Tiedemann, Jörg

AU - Aulamo, Mikko

AU - Bakshandaeva, Daria

AU - Boggia, Michele

AU - Grönroos, Stig Arne

AU - Nieminen, Tommi

AU - Raganato, Alessandro

AU - Scherrer, Yves

AU - Vázquez, Raúl

AU - Virpioja, Sami

PY - 2023/12/13

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KW - Computer-assisted translation

KW - Neural machine translation

KW - Open source

KW - Parallel corpora

KW - 6121 Languages

KW - 113 Computer and information sciences

U2 - 10.1007/s10579-023-09704-w

DO - 10.1007/s10579-023-09704-w

M3 - Article

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SN - 1574-020X

JO - Language Resources and Evaluation

JF - Language Resources and Evaluation

ER -

Democratizing neural machine translation with OPUS-MT

Sammanfattning

Bibliografisk information

Vetenskapsgrenar

Åtkomst av dokument

Projekt

GreenNLP: Green NLP - controlling the carbon footprint in sustainable language technology

High Performance Language Technologies

OPUS: The Open Parallel Corpus

Citera det här