Sync from badcac92a9966afacb1e8263c77e9a4811e75e4d

README.md

@@ -22,6 +22,10 @@ configs:
         path: urdummlu.json
 ---
 
+<p align="center">
+  <img src="logo.png" alt="UrduMMLU" width="180">
+</p>
+
 # UrduMMLU
 
 **UrduMMLU** is a large-scale, human-curated benchmark of **26,431** multiple-choice
@@ -135,11 +139,13 @@ Each item retains its source attribution in the `source` field.
 ## Citation
 
 ```bibtex
-@misc{urdummlu,
-  title        = {UrduMMLU: A Native Urdu Multitask Multiple-Choice Benchmark},
-  author       = {Iqbal, Hasan and others},
-  howpublished = {\url{https://huggingface.co/datasets/MBZUAI/UrduMMLU}},
-  year         = {2026}
+@article{tabassum2026urdummlu,
+  title     = {{UrduMMLU}: A Massive Multitask Benchmark for {Urdu} Language Understanding},
+  author    = {Tabassum, Ahmer and Ahmad, Sarfraz and Iqbal, Hasan and
+               Aijaz, Owais and Ahsan, Momina and Nakov, Preslav},
+  journal   = {arXiv preprint},
+  year      = {2026},
+  url       = {https://anonymous.for.review}
 }
 ```