Add / refresh organization card

README.md

@@ -36,12 +36,12 @@ pass rate.
 ## Citation
 
 ```
-@inproceedings{zhu2026pdb,
-  title     = {Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?},
-  author    = {Zhu, Wang Bill and Chai, Miaosen and Wang, Shangshang and Liu, Yejia and
-               Bian, Song and Dong, Honghua and Neiswanger, Willie and Jia, Robin},
-  booktitle = {Findings of the Association for Computational Linguistics: ACL 2026},
-  year      = {2026},
+@misc{zhu2026pdb,
+  title  = {Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?},
+  author = {Zhu, Wang Bill and Chai, Miaosen and Wang, Shangshang and Liu, Yejia and
+            Bian, Song and Dong, Honghua and Neiswanger, Willie and Jia, Robin},
+  year   = {2026},
+  url    = {https://arxiv.org/abs/2604.17338},
 }
 ```