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UBC-NLP / turjuman
Model's Last Updated: June 10 2022
text-generation
Introduction of turjuman
Model Details of turjuman
Turjuman is a neural machine translation toolkit. It translates from 20 languages into Modern Standard Arabic (MSA). Turjuman is described in this paper: TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation .
Turjuman exploits our AraT5 model . This endows Turjuman with a powerful ability to decode into Arabic. The toolkit offers the possibility of employing a number of diverse decoding methods, making it suited for acquiring paraphrases for the MSA translations as an added value.
Github : https://github.com/UBC-NLP/turjuman
Demo : https://demos.dlnlp.ai/turjuman
Paper : https://arxiv.org/abs/2206.03933
License
turjuman(-py) is Apache-2.0 licensed. The license applies to the pre-trained models as well.
Citation
If you use TURJUMAN toolkit or the pre-trained models for your scientific publication, or if you find the resources in this repository useful, please cite our paper as follows (to be updated):
@inproceedings{nagoudi-osact5-2022-turjuman,
title={TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation},
author={Nagoudi, El Moatez Billah and Elmadany, AbdelRahim and Abdul-Mageed, Muhammad},
booktitle = "Proceedings of the 5th Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT5)",
month = "June",
year = "2022",
address = "Marseille, France",
publisher = "European Language Resource Association",
}
Runs of UBC-NLP turjuman on huggingface.co
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