Update README.md

README.md

@@ -9,4 +9,23 @@ tags:
 pretty_name: ChineseSafe
 size_categories:
 - 10K<n<100K
----
+---
+## ChineseSafe
+Dataset for [ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models](https://arxiv.org/abs/2410.18491)
+
+## Usage
+```python
+from datasets import load_dataset
+dataset = load_dataset("SUSTech/ChineseSafe", split="test")
+```
+
+## Citation
+
+If you find our dataset useful, please cite:
+```
+@article{zhang2024chinesesafe,
+  title={ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models},
+  author={Zhang, Hengxiang and Gao, Hongfu and Hu, Qiang and Chen, Guanhua and Yang, Lili and Jing, Bingyi and Wei, Hongxin and Wang, Bing and Bai, Haifeng and Yang, Lei},
+  journal={arXiv preprint arXiv:2410.18491},
+  year={2024}
+}