Update README.md

README.md

@@ -12,7 +12,7 @@ base_model:
 # Model Card for Model ID
 
 An autoregressive image generation with text-based chain-of-thought.
-Official checkpoint for the paper "[ReasonGen-R1: Cot for Autoregressive Image generation models through SFT and RL](xxx)".
+Official checkpoint for the paper "[ReasonGen-R1: Cot for Autoregressive Image generation models through SFT and RL](https://huggingface.co/papers/2505.24875)".
 
 Website: https://aka.ms/reasongen
 
@@ -49,7 +49,7 @@ Code: https://github.com/Franklin-Zhang0/Image-RL
   <a href="#3-quick-start"><b>⚡ Quick Start</b></a> |
   <a href="#4-acknowledgements"><b>📜 Acknowledgement</b></a> |
   <a href="#5-citation"><b>📖 Citation</b></a> <br>
-  📄 <a href="xxxxxx"><b>Paper Link</b></a>
+  📄 <a href="https://arxiv.org/abs/2505.24875"><b>Arxiv Link</b></a>
 </p>
 
 ## 1. Introduction