Upload file README.md

README.md

@@ -11,8 +11,9 @@ pipeline_tag: text-generation
 ---
 # 🔍 WebExplorer-8B
 
-<!-- [![Model](https://img.shields.io/badge/Model-8B_Parameters-blue)](https://huggingface.co/WebExplorer-8B)
-[![Paper](https://img.shields.io/badge/Paper-arXiv-red)](https://arxiv.org/abs/xxxx.xxxxx) -->
+[![Paper](https://img.shields.io/badge/Paper-arXiv-red.svg)](https://arxiv.org/abs/2509.06501)
+[![License](https://img.shields.io/badge/License-Apache--2.0-green.svg)](LICENSE)
+[![GitHub](https://img.shields.io/badge/GitHub-WebExplorer-blue?logo=github)](https://github.com/hkust-nlp/WebExplorer)
 
 A state-of-the-art 8B parameter web agent model designed for complex information-seeking tasks and long-horizon reasoning.
 
@@ -116,3 +117,18 @@ WebExplorer-8B supports two tools for web interaction:
 
 
 
+## 📝 Citation
+
+If you find our work useful, please consider citing:
+
+```bibtex
+@misc{liu2025webexplorer,
+      title={WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents}, 
+      author={Junteng Liu and Yunji Li and Chi Zhang and Jingyang Li and Aili Chen and Ke Ji and Weiyu Cheng and Zijia Wu and Chengyu Du and Qidi Xu and Jiayuan Song and Zhengmao Zhu and Wenhu Chen and Pengyu Zhao and Junxian He},
+      year={2025},
+      eprint={2509.06501},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2509.06501}, 
+}
+```