Democratizing Neural Machine Translation with OPUS-MT

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

Democratizing Neural Machine Translation with OPUS-MT

Computation and Language 2023-07-06 v3

Authors: Jörg Tiedemann , Mikko Aulamo , Daria Bakshandaeva , Michele Boggia , Stig-Arne Grönroos , Tommi Nieminen , Alessandro Raganato , Yves Scherrer , Raul Vazquez , Sami Virpioja

View on arXiv ↗ PDF ↗

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 on-going mission of increasing language coverage and translation quality, and also describe on-going work on the development of modular translation models and speed-optimized compact solutions for real-time translation on regular desktops and small devices.

Keywords

machine translation compiler optimization knowledge representation

Cite

@article{arxiv.2212.01936,
  title  = {Democratizing Neural Machine Translation with OPUS-MT},
  author = {Jörg Tiedemann and Mikko Aulamo and Daria Bakshandaeva and Michele Boggia and Stig-Arne Grönroos and Tommi Nieminen and Alessandro Raganato and Yves Scherrer and Raul Vazquez and Sami Virpioja},
  journal= {arXiv preprint arXiv:2212.01936},
  year   = {2023}
}

Democratizing Neural Machine Translation with OPUS-MT

Abstract

Keywords

Cite

Related papers