Update README.md

README.md

@@ -94,7 +94,7 @@ The splits were created by
 - **Curated by:** Rebeka Popek, Vaghawan Ojha, Young Hwan You
 - **Language(s) (NLP):** English
 - **License:** CC BY-NC-SA 4.0
-- **Paper [optional]:** [More Information Needed]
+- **Paper:** [MIDAL: Math Image Descriptions for Accessible Learning](https://arxiv.org/abs/2608.00868)
 
 ## Uses
 MIDAL is intended for training and evaluating models in:
@@ -153,12 +153,13 @@ email contact: rebekapopek@gmail.com
 **BibTeX:**
 
 ```bibtex
-@misc{popek2026midal,
-    title = {MIDAL: Math Image Descriptions for Accessible Learning}, 
-    author = {Popek, Rebeka and Ojha, Vaghawan and You, Young Hwan},
-    year = {2026},
-    publisher = {to be added}
-    url = {to be added},
-    doi = {to be added}
+@misc{popek2026midalmathimagedescriptions,
+      title={MIDAL: Math Image Descriptions for Accessible Learning}, 
+      author={Rebeka Popek and Vaghawan Ojha and Young Hwan You},
+      year={2026},
+      eprint={2608.00868},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2608.00868}, 
 }
 ```