If you find our paper inspiring and have utilized it in your work, please cite our paper.
@inproceedings{
wei2025structural,
title={Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in {LLM}s},
author={Yifan Wei and Xiaoyan Yu and Tengfei Pan and Angsheng Li and Li Du},
booktitle={The Thirty-ninth Annual Conference on Neural Information Processing Systems},
year={2025},
url={https://openreview.net/forum?id=hTGqC1h8Ig}
}
Acknowledgements
Thanks to the authors of KG-RAG and DAMe for releasing their code for retrieving the SPOKE KG and evaluating SE on the graph. Much of this codebase has been adapted from their codes.
