Modified page info.

utils.py

@@ -39,7 +39,7 @@ For detailed information about the dataset, visit our page on Hugging Face:  htt
 
 If you are interested in replicating these results or wish to evaluate your models using our dataset, access our evaluation scripts available on GitHub: https://github.com/dnaihao/Chumor-dataset.
 
-If you would like to learn more details about our dataset, please check out our paper: https://arxiv.org/abs/2406.12754.
+If you would like to learn more details about our dataset, please check out our paper: https://arxiv.org/pdf/2406.12754; https://arxiv.org/pdf/2412.17729.
 
 Below you can find the accuracies of different models tested on this dataset.
 
@@ -69,6 +69,16 @@ CITATION_BUTTON_TEXT = r"""
   journal={arXiv preprint arXiv:2406.12754},
   year={2024}
 }
+
+@misc{he2024chumor20benchmarkingchinese,
+      title={Chumor 2.0: Towards Benchmarking Chinese Humor Understanding}, 
+      author={Ruiqi He and Yushu He and Longju Bai and Jiarui Liu and Zhenjie Sun and Zenghao Tang and He Wang and Hanchen Xia and Rada Mihalcea and Naihao Deng},
+      year={2024},
+      eprint={2412.17729},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2412.17729}, 
+}
 """
 
 SUBMIT_INTRODUCTION = """# Submit on MMLU-Pro Leaderboard Introduction