tteofili / certem

Explanation system for Entity Resolution based on CERTA framework

CERTEM

Explanation system for Entity Resolution based on CERTA framework.

Instructions

In order to run CERTEM within a Jupyter Notebook you just need to import certem.system and then run display(certem.system.ui).

Citing CERTEM

If you extend or use this work, please consider citing the following papers:

CERTEM

@article{teofili2022certem,
  title={CERTEM: Explaining and Debugging Black-box Entity Resolution Systems with CERTA},
  author={Teofili, Tommaso and Firmani, Donatella and Koudas, Nick and Merialdo, Paolo and Srivastava, Divesh},
  journal={VLDB},
  year={2022}
}

CERTA paper and code

@article{teofili2022effective,
  title={Effective Explanations for Entity Resolution Models},
  author={Teofili, Tommaso and Firmani, Donatella and Koudas, Nick and Martello, Vincenzo and Merialdo, Paolo and Srivastava, Divesh},
  journal={arXiv preprint arXiv:2203.12978},
  year={2022}
}