This repository contains the official code for the paper:
Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience
CoRE proposes a contrastive learning framework that enhances retrieval-augmented generation by aligning reasoning paths with structured experiences.
We are currently preparing the code and documentation for release. Please stay tuned!
@misc{gu2025structuredknowledgereasoningcontrastive,
title={Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience},
author={Jiawei Gu and Ziting Xian and Yuanzhen Xie and Ye Liu and Enjie Liu and Ruichao Zhong and Mochi Gao and Yunzhi Tan and Bo Hu and Zang Li},
year={2025},
eprint={2506.00842},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2506.00842},
}