Update README.md

README.md

@@ -68,7 +68,7 @@ license: cc-by-nc-4.0
 
 This repository hosts the **Korean Canonical Legal Benchmark (KCL)** datasets.  
 
-[![Github](https://img.shields.io/badge/GitHub-KCL-blue?style=flat&logo=github)](https://github.com/lbox-kr/kcl) [![Paper](https://img.shields.io/badge/arXiv-1234.1234-red?style=flat&logo=arxiv&logoColor=red)](https://arxiv.org/abs/1234.1234)
+[![Datasets](https://img.shields.io/badge/🤗 Datasets-KCL-yellow?style=flat)](https://huggingface.co/datasets/lbox/kcl) [![Paper](https://img.shields.io/badge/arXiv-2512.24572-red?style=flat&logo=arxiv&logoColor=red)](https://arxiv.org/abs/2512.24572)
 
 ## Why KCL?
 
@@ -136,10 +136,14 @@ kcl_mcqa = load_dataset("lbox/kcl", "kcl_mcqa", split="test")
 
 ## Citation
 ```bibtex
-@misc{kcl,
-  title     = {Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs' Legal Reasoning Capabilities},
-  author    = {Hongseok Oh and Wonseok Hwang and Kyoung-Woon On},
-  year      = {2025}
+@misc{oh2025koreancanonicallegalbenchmark,
+      title={Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs' Legal Reasoning Capabilities}, 
+      author={Hongseok Oh and Wonseok Hwang and Kyoung-Woon On},
+      year={2025},
+      eprint={2512.24572},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2512.24572}, 
 }
 ```