Update paper link

src/about.py

@@ -11,7 +11,7 @@ current_time = datetime.now(pacific_tz).strftime("%H:%M %Z, %d %b %Y")
 TOP_TEXT = f"""
 # FilBench: An Open LLM Leaderboard for Filipino
 
-[Code](https://github.com/filbench/filbench-eval) | [Paper (<i>Coming soon!</i>)]() | Total Models: {{}} | Last restart (PHT): {current_time}<br/>
+[Code](https://github.com/filbench/filbench-eval) | [Paper](https://arxiv.org/abs/2508.03523) | Total Models: {{}} | Last restart (PHT): {current_time}<br/>
 📥: Indicates model submissions from the community. If you wish to submit your model evaluations, then please check our instructions on [GitHub](https://github.com/filbench/filbench-eval).
 """
 
@@ -51,11 +51,10 @@ We also acknowledge the Hugging Face team, particularly the OpenEvals team (Clé
 # Citation information
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
 CITATION_BUTTON_TEXT = r"""
-@misc{FilBench,
-  author = {Miranda, Lester James Validad and Aco, Elyanah and Manuel, Conner and Cruz, Jan Christian Blaise and Imperial, Joseph Marvin},
-  title = {FilBench Leaderboard},
-  year = {2025},
-  publisher = {FilBench},
-  howpublished = {https://huggingface.co/spaces/UD-Filipino/filbench-leaderboard}
+@article{miranda2025filbench,
+  title={Fil{B}ench: {C}an {LLM}s {U}nderstand and {G}enerate {F}ilipino?},
+  author={Miranda, Lester James V and Aco, Elyanah and Manuel, Conner and Cruz, Jan Christian Blaise and Imperial, Joseph Marvin},
+  journal={arXiv preprint arXiv:2508.03523},
+  year={2025}
 }
 """