Update README.md

README.md

@@ -64,6 +64,7 @@ image: This feature will be None for the test split, as this split primarily pro
 Citation:
 
 If you use GeoChain benchmark for your research, please cite us
+```
 @misc{yerramilli2025geochainmultimodalchainofthoughtgeographic,
       title={GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning}, 
       author={Sahiti Yerramilli and Nilay Pande and Rynaa Grover and Jayant Sravan Tamarapalli},
@@ -73,3 +74,4 @@ If you use GeoChain benchmark for your research, please cite us
       primaryClass={cs.AI},
       url={https://arxiv.org/abs/2506.00785}, 
 }
+```