Update README.md

README.md

@@ -353,6 +353,8 @@ tags:
 
 GitHub homepage: https://github.com/yifanzhang-pro/AutoMathText
 
+Arxiv paper: https://arxiv.org/abs/2402.07625
+
 ## Objective
 
 The primary aim of the **AutoMathText** dataset is to provide a comprehensive and reliable resource for a wide array of users - from academic researchers and educators to AI practitioners and mathematics enthusiasts. This dataset is particularly geared towards:
@@ -436,9 +438,10 @@ ds = load_dataset("math-ai/AutoMathText", "web-0.50-to-1.00") # or any valid con
 We appreciate your use of **AutoMathText** in your work. If you find this repository helpful, please consider citing it and star this repo. Feel free to contact zhangyif21@tsinghua.edu.cn or open an issue if you have any questions (GitHub homepage: https://github.com/yifanzhang-pro/AutoMathText).
 
 ```bibtex
-@misc{automathtext2024,
+@article{zhang2024automathtext,
       title={AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts},
       author={Zhang, Yifan and Luo, Yifan and Yuan, Yang and Yao, Andrew Chi-Chih},
+      journal={arXiv preprint arXiv:2402.07625},
       year={2024},
 }
 ```