refine

README.md

@@ -79,3 +79,19 @@ Your interactions are anonymized and used solely for improving SWE-Model-Arena a
 ## Contact
 
 For inquiries or feedback, please [open an issue](https://github.com/SE-Arena/SWE-Model-Arena/issues/new) in this repository. We welcome your contributions and suggestions!
+
+## Citation
+
+Made with ❤️ for SWE-Model-Arena. If this work is useful to you, please consider citing our vision paper:
+
+```bibtex
+@misc{zhao2025se,
+      title={SWE-Arena: An Interactive Platform for Evaluating Foundation Models in Software Engineering}, 
+      author={Zhimin Zhao},
+      year={2025},
+      eprint={2502.01860},
+      archivePrefix={arXiv},
+      primaryClass={cs.SE},
+      url={https://arxiv.org/abs/2502.01860}, 
+}
+```

app.py

@@ -717,13 +717,17 @@ with gr.Blocks(js=clickable_links_js) as app:
         # Add a citation block in Markdown
         citation_component = gr.Markdown(
             """
-            Made with ❤️ for SWE-Model-Arena. If this work is useful to you, please consider citing:
+            Made with ❤️ for SWE-Model-Arena. If this work is useful to you, please consider citing our vision paper:
             ```
-            @inproceedings{zhao2025se,
-            title={SWE-Arena: An Interactive Platform for Evaluating Foundation Models in Software Engineering},
-            author={Zhao, Zhimin},
-            booktitle={ACM international conference on AI Foundation Models and Software Engineering},
-            year={2025}}
+            @misc{zhao2025se,
+                title={SWE-Arena: An Interactive Platform for Evaluating Foundation Models in Software Engineering}, 
+                author={Zhimin Zhao},
+                year={2025},
+                eprint={2502.01860},
+                archivePrefix={arXiv},
+                primaryClass={cs.SE},
+                url={https://arxiv.org/abs/2502.01860}, 
+            }
             ```
             """
         )