facebookresearch / Access
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Code to reproduce the experiments from the paper.
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Controllable Sentence Simplification
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.
Getting Started
Dependencies
- Python 3.6
Installing
git clone [email protected]:facebookresearch/access.git
cd access
pip install -e .
pip install --force-reinstall [email protected]+git://github.com/feralvam/[email protected]
pip install --force-reinstall [email protected]+https://github.com/louismartin/[email protected]
pip install torch==1.2
pip install sacrebleu==1.3.7
How to use
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
Pretrained model
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.
References
If you use this code, please cite:
L. Martin, B. Sagot, E. De la Clergerie, A. Bordes, Controllable Sentence Simplification
Author
If you have any question, please contact the author: Louis Martin ([email protected])
License
See the LICENSE file for more details.
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