Update README.md

README.md

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 ## License
 This benchmark is released under CC BY-NC 4.0 for academic research only. Commercial use is prohibited.
 
+
 ## Citation
-https://arxiv.org/pdf/2610.16260
+
+If you find ScreenASR-Bench useful in your research, please consider citing our paper:
+
+```bibtex
+@misc{fu2026screenasrbenchtieredbenchmarkspeech,
+  title={ScreenASR-Bench: A Tiered Benchmark for Speech Recognition with Visual Context},
+  author={Mingwei Fu and Zheshu Song and Zhikai Zhou and Shen Huang and Shidong Shang and Mengxiao Zhu},
+  year={2026},
+  eprint={2610.16260},
+  archivePrefix={arXiv},
+  primaryClass={cs.AI},
+  url={https://arxiv.org/abs/2610.16260}
+}
+```
+