Update README.md

README.md

@@ -9,8 +9,10 @@ base_model:
 
 # Model Card for Model ID
 
-SFT Only model for the paper: "[ReasonGen-R1: Cot for Autoregressive Image generation models through SFT and RL](xxx)".
+SFT Only model 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
 
-Code: https://github.com/Franklin-Zhang0/Image-RL
+Code: https://github.com/Franklin-Zhang0/Image-RL
+
+Arxiv: https://arxiv.org/abs/2505.24875