add deep search benchmark

content.py

@@ -48,14 +48,11 @@ CITATION = f"""
 If this work is helpful, please kindly cite as:
 
 ```bigquery
-@misc{{wu2025webwalker,
-      title={{WebWalker: Benchmarking LLMs in Web Traversal}},
-      author={{Jialong Wu and Wenbiao Yin and Yong Jiang and Zhenglin Wang and Zekun Xi and Runnan Fang and Deyu Zhou and Pengjun Xie and Fei Huang}},
-      year={{2025}},
-      eprint={{2501.07572}},
-      archivePrefix={{arXiv}},
-      primaryClass={{cs.CL}},
-      url={{https://arxiv.org/abs/2501.07572}},
+@article{{wu2025webwalker,
+  title={{Webwalker: Benchmarking llms in web traversal}},
+  author={{Wu, Jialong and Yin, Wenbiao and Jiang, Yong and Wang, Zhenglin and Xi, Zekun and Fang, Runnan and Zhang, Linhai and He, Yulan and Zhou, Deyu and Xie, Pengjun and others}},
+  journal={{arXiv preprint arXiv:2501.07572}},
+  year={{2025}}
 }}
 ```
 """