Explanation system for Entity Resolution based on CERTA framework.
In order to run CERTEM within a Jupyter Notebook you just need to import certem.system
and then run display(certem.system.ui)
.
If you extend or use this work, please consider citing the following papers:
@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}
}
@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}
}