Update README.md

README.md

@@ -47,3 +47,16 @@ You might need to [add your machine's SSH key](https://huggingface.co/settings/k
 git remote add hf git@hf.co:spaces/UD-Filipino/filbench-leaderboard
 git push hf main
 ```
+
+## Cite
+
+If you're using [FilBench](arxiv.org/abs/2508.035230), please cite our work:
+
+```
+@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}
+}
+```