This repository contains the original implementation of the ACCESS model (AudienCe-CEntric Sentence Simplification) presented in Controllable Sentence Simplification.
The version that was used at submission time is on branch submission.
- Python 3.6
git clone [email protected]:facebookresearch/access.git
cd access
pip install -e .
pip install --force-reinstall easse@git+git://github.com/feralvam/easse.git@580ec953e4742c3ae806cc85d867c16e9f584505
pip install --force-reinstall fairseq@git+https://github.com/louismartin/fairseq.git@controllable-sentence-simplification
pip install torch==1.2
pip install sacrebleu==1.3.7
Evaluate the pretrained model on WikiLarge:
python scripts/evaluate.py
Simplify text with the pretrained model
python scripts/generate.py < my_file.complex
Train a model
python scripts/train.py
The fairseq checkpoint of our model with the best scores can be found here. The model's output simplifications can be viewed on the EASSE HTML report.
If you use this code, please cite:
L. Martin, B. Sagot, E. De la Clergerie, A. Bordes, Controllable Sentence Simplification
If you have any question, please contact the author: Louis Martin ([email protected])
See the LICENSE file for more details.