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README.md

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+# [CIKM'25] ECKGBench
+## Overview
+The paper link: [ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph](https://arxiv.org/abs/2503.15990).
+
+Source code: https://github.com/OpenStellarTeam/ECKGBench
+
+## Citation
+Please cite our paper if you use our dataset.
+```
+@article{liu2025eckgbench,
+  title={ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph},
+  author={Liu, Langming and Chen, Haibin and Wang, Yuhao and Yuan, Yujin and Liu, Shilei and Su, Wenbo and Zhao, Xiangyu and Zheng, Bo},
+  journal={arXiv preprint arXiv:2503.15990},
+  year={2025}
+}