diff --git a/DATASET_CARD.md b/DATASET_CARD.md
index 185b82b1..d7dadab1 100644
--- a/DATASET_CARD.md
+++ b/DATASET_CARD.md
@@ -5,7 +5,7 @@
   <a href="https://formula-code.github.io/">
     <img src="https://img.shields.io/badge/%F0%9F%8C%90%20Website-0A7A5E?style=for-the-badge" alt="FormulaCode Website">
   </a>
-  <a href="https://example.com">
+  <a href="https://huggingface.co/papers/2603.16011">
     <img src="https://img.shields.io/badge/Paper-1F6FEB?style=for-the-badge&logo=arxiv&logoColor=white" alt="FormulaCode Paper">
   </a>
   <a href="https://formula-code.github.io/leaderboard/">
diff --git a/README.md b/README.md
index fb41a512..32e82a2f 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
  <a href="https://formula-code.github.io/">
     <img src="https://img.shields.io/badge/%F0%9F%8C%90%20Website-0A7A5E?style=for-the-badge" alt="FormulaCode Website">
   </a>
-  <a href="https://example.com">
+  <a href="https://huggingface.co/papers/2603.16011">
     <img src="https://img.shields.io/badge/Paper-1F6FEB?style=for-the-badge&logo=arxiv&logoColor=white" alt="FormulaCode Paper">
   </a>
   <a href="https://formula-code.github.io/leaderboard/">