Metadata-Version: 2.1
Name: multilingual_translation
Version: 0.0.3
Summary: Multilingual Translation
Home-page: https://github.com/kadirnar/Multilingual-Translation
Author: kadirnar
License: MIT
Keywords: machine-learning,deep-learning,pytorch,nlp,natural-language-processing,translation,multilingual,multilingual-translation
Classifier: Development Status :: 5 - Production/Stable
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Education
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE

<h2>
  Beyond English-Centric Multilingual Machine Translation
</h2>

<a href="https://badge.fury.io/py/multilingual_translation"><img src="https://badge.fury.io/py/multilingual_translation.svg" alt="pypi version"></a>
<a href="https://huggingface.co/spaces/kadirnar/multilingual_translation"><img src="https://img.shields.io/badge/%20HuggingFace%20-Demo-blue.svg" alt="HuggingFace Spaces"></a>

This repo is a PyTorch implementation of the paper [Beyond English-Centric Multilingual Machine Translation](https://arxiv.org/abs/2010.11125).

### Installation
```bash
pip install multilingual-translation
```
### Usage
```python
from multilingual_translation import translate

translate("facebook/m2m100_418M", "Hello World", "en", "tr") # Merhaba Dünya
```
### Citation
```bibtex
@misc{fan2020englishcentric,
      title={Beyond English-Centric Multilingual Machine Translation}, 
      author={Angela Fan and Shruti Bhosale and Holger Schwenk and Zhiyi Ma and Ahmed El-Kishky and Siddharth Goyal and Mandeep Baines and Onur Celebi and Guillaume Wenzek and Vishrav Chaudhary and Naman Goyal and Tom Birch and Vitaliy Liptchinsky and Sergey Edunov and Edouard Grave and Michael Auli and Armand Joulin},
      year={2020},
      eprint={2010.11125},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```
