Multilingual Unsupervised Sentence Simplification by Mining Paraphrases
Multilingual Unsupervised Sentence Simplification
Code and pretrained models to reproduce experiments in “MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases”.
Prerequisites
Linux with python 3.6 or above (not compatible with python 3.9 yet).
Installing
git clone [email protected]:facebookresearch/muss.git
cd muss/
pip install -e . # Install package
python -m spacy download en_core_web_md fr_core_news_md es_core_news_md # Install required spacy models
How to use
Some scripts might still contain a few bugs, if you notice anything wrong, feel free to open an issue or submit a Pull Request.
Simplify sentences from a file using pretrained models
# English
python scripts/simplify.py scripts/examples.en --model-name muss_en_wikilarge_mined
# French
python scripts/simplify.py scripts/examples.fr --model-name muss_fr_mined
# Spanish
python scripts/simplify.py scripts/examples.es --model-name muss_es_mined
Pretrained