S-LIME

This repository contains the code of the $\mathcal{S}\text{-LIME}$ method from the paper:

Local Interpretable Classifier Explanations with Self-generated Semantic Features

Presented at 24th International Conference on Discovery Science

If use this code, please consider to cite us.

@inproceedings{angiulli2021local,
  title={Local Interpretable Classifier Explanations with Self-generated Semantic Features},
  author={Angiulli, Fabrizio and Fassetti, Fabio and Nistic{\`o}, Simona},
  booktitle={International Conference on Discovery Science},
  pages={401--410},
  year={2021},
  organization={Springer}
}

This repository is uptaded step by step with research progress. We are working on $\mathcal{S}\text{-LIME-GoW}$, an extention considering also groups of words. Stay turned!