docs: add CCI3-HQ citation metadata

README.md

@@ -2,7 +2,25 @@
 license: apache-2.0
 language:
 - zh
+tags:
+- arxiv:2410.18505
 ---
 # CCI3-HQ-Annotation-Benchmark
 
-These 14k samples were randomly extracted from a large corpus of Chinese texts, containing both the original text and corresponding labels. They can be used to evaluate the quality of Chinese corpora.
+These 14k samples were randomly extracted from a large corpus of Chinese texts, containing both the original text and corresponding labels. They can be used to evaluate the quality of Chinese corpora.
+
+## Citation
+
+If you use this benchmark or the CCI3-HQ dataset, please cite:
+
+```bibtex
+@misc{wang2024cci30hqlargescalechinesedataset,
+  title={CCI3.0-HQ: a large-scale Chinese dataset of high quality designed for pre-training large language models},
+  author={Liangdong Wang and Bo-Wen Zhang and Chengwei Wu and Hanyu Zhao and Xiaofeng Shi and Shuhao Gu and Jijie Li and Quanyue Ma and TengFei Pan and Guang Liu},
+  year={2024},
+  eprint={2410.18505},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL},
+  url={https://arxiv.org/abs/2410.18505}
+}
+```