This library was first developed to investigate the possibility of inferring code naturalness through CodeBERT predictions. We continue using and adapting it to other research.
This library has been implemented to conduct the study of naturalness captured by CodeBERT:
@article{khanfir2022codebertnt,
title={CodeBERT-nt: code naturalness via CodeBERT},
author={Khanfir, Ahmed and Jimenez, Matthieu and Papadakis, Mike and Traon, Yves Le},
journal={arXiv preprint arXiv:2208.06042},
year={2022}
}
- main repo: https://github.com/Ahmedfir/CodeBERT-nt
- Research paper: "CodeBERT-nt: code naturalness via CodeBERT", available at: https://doi.org/10.48550/arXiv.2208.06042
###Next Todos:
- documentation.
- testing.
- refactoring.
###Credits: We invoke and exploit the predictions of CodeBERT: https://github.com/microsoft/CodeBERT