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README.md

@@ -14,7 +14,12 @@ model_type: sdar
 <h1 align="center">DiRL-8B-Instruct</h1>
 
 <p align="center">
-  <a href="https://github.com/OpenMOSS/DiRL">💻Github Repo</a>
+  <a href="https://arxiv.org/abs/2512.22234">
+    <img src="https://img.shields.io/badge/arXiv-2512.22234-b31b1b.svg" alt="Paper on arXiv"/>
+  </a>
+  <a href="https://github.com/OpenMOSS/DiRL">
+    <img src="https://img.shields.io/badge/GitHub-Code-black.svg?logo=github" alt="GitHub Code"/>
+  </a>
 </p>
 
 ## Introduction