Update src/about.py

src/about.py

@@ -94,4 +94,13 @@ If everything is done, check you can launch the EleutherAIHarness on your model
 
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite the paper."
 CITATION_BUTTON_TEXT = r"""
+@misc{qiang2025mledojointeractiveenvironmentsempowering,
+      title={MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering}, 
+      author={Rushi Qiang and Yuchen Zhuang and Yinghao Li and Dingu Sagar V K and Rongzhi Zhang and Changhao Li and Ian Shu-Hei Wong and Sherry Yang and Percy Liang and Chao Zhang and Bo Dai},
+      year={2025},
+      eprint={2505.07782},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2505.07782}, 
+}
 """