Update README.md

README.md

@@ -30,7 +30,7 @@ The expanded XTD-11 dataset, now including Arabic, enhances the original XTD col
 
 ## Citation [optional]
 
-
+```
 @misc{aggarwal2020zeroshot,
       title={Towards Zero-shot Cross-lingual Image Retrieval},
       author={Pranav Aggarwal and Ajinkya Kale},
@@ -40,4 +40,19 @@ The expanded XTD-11 dataset, now including Arabic, enhances the original XTD col
       primaryClass={cs.CL}
 }
 
+```
+
+We add Arabic to the dataset and rename it as XTD11. The effort of the Arabic dataset goes to:
+
+```
+@misc{aggarwal2020zeroshot,
+      title={WASF: An open-source dataset for Image-Text},
+      author={Khalid Almubarak, Mohammed Alkhowaiter, Asem  Alasaker},
+      year={2020},
+      eprint={2012.05107},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+
+```