Overview¶
This portal provides a detailed documentation of the MAMMOTH: Modular Adaptable Massively Multilingual Open Translation @ Helsinki.
Installation¶
pip install mammoth-nlp
Check out the installation guide to install in specific clusters.
Take a look at the quickstart to familiarize yourself with the main training workflow.
Citation¶
This project is based on OpenNMT V2. When using OpenNMT-py for research please cite the OpenNMT technical report
We published FoTraNMT the ancestor of MAMMOTH, when using MAMMOTH for research, please cite Boggia et al. (2023).
@inproceedings{opennmt,
author = {Guillaume Klein and
Yoon Kim and
Yuntian Deng and
Jean Senellart and
Alexander M. Rush},
title = {OpenNMT: Open-Source Toolkit for Neural Machine Translation},
booktitle = {Proc. ACL},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-4012},
doi = {10.18653/v1/P17-4012}
}
@inproceedings{boggia-etal-2023-dozens,
title = "Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation",
author = {Boggia, Michele and
Gr{\"o}nroos, Stig-Arne and
Loppi, Niki and
Mickus, Timothee and
Raganato, Alessandro and
Tiedemann, J{\"o}rg and
V{\'a}zquez, Ra{\'u}l},
booktitle = "Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)",
month = may,
year = "2023",
address = "T{\'o}rshavn, Faroe Islands",
publisher = "University of Tartu Library",
url = "https://aclanthology.org/2023.nodalida-1.24",
pages = "238--247"
}