diff --git a/README.md b/README.md
index 0c6a331..493695d 100644
--- a/README.md
+++ b/README.md
@@ -113,6 +113,7 @@ The dataset is stored in parquet format with each entry using the following sche
 
 If you find this dataset is useful in your work, please cite the original UltraChat dataset:
 
+```
 @misc{ding2023enhancing,
       title={Enhancing Chat Language Models by Scaling High-quality Instructional Conversations}, 
       author={Ning Ding and Yulin Chen and Bokai Xu and Yujia Qin and Zhi Zheng and Shengding Hu and Zhiyuan Liu and Maosong Sun and Bowen Zhou},
@@ -121,8 +122,9 @@ If you find this dataset is useful in your work, please cite the original UltraC
       archivePrefix={arXiv},
       primaryClass={cs.CL}
 }
+```
 
-You may want to cite the Zephyr 7B technical report:
+You may also wish to cite the Zephyr 7B technical report:
 
 ```
 @misc{tunstall2023zephyr,