Update README.md

README.md

@@ -34,11 +34,6 @@ datasets:
   <a href="https://github.com/CosmosYi/ReasoningShield" target="_blank" style="margin: 2px;">
     <img alt="GitHub Page" src="https://img.shields.io/badge/GitHub-Page-black?logo=github " style="display: inline-block; vertical-align: middle;">
   </a>
-  
-  <!-- Paper -->
-  <a href="  " target="_blank" style="margin: 2px;">
-    <img alt="Paper" src="https://img.shields.io/badge/%E2%9C%8D%EF%B8%8F%20Paper-arXiv%202508.0001-f5de53?color=f5de53&logoColor=white " style="display: inline-block; vertical-align: middle;"/>
-  </a>
 
   <!-- Huggingface Model -->
   <a href="https://huggingface.co/ReasoningShield/ReasoningShield-1B" target="_blank" style="margin: 2px;">
@@ -93,7 +88,7 @@ datasets:
 
 
 - The model is trained on a high-quality dataset of  7,000 QT pairs, please refer to the following link for detailed information:
-
+  - ***ReasoningShield-Dataset:*** https://huggingface.co/datasets/ReasoningShield/ReasoningShield-Dataset
 
 - **Risk Categories** :