v1.2.0 Update NIPS info

Author: MPX0222

README.md

@@ -32,7 +32,7 @@
 
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   <p>
-  <b>🚧  Our work is fully open source on arXiv, Github and HuggingFace. Welcome to star and cite our work! ✨</b> 
+  <b>🚧  Our work is accepted by NeurIPS 2025. Welcome to star and cite our work! ✨</b> 
   </p>
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@@ -62,6 +62,7 @@ Figure 1: Demonstration of our work.
 
 ## 📰 News
 
+- **[2025.09.18]** 🎉 SQL-R1 is accept by NeurIPS 2025! We will soon update the full version of the paper and poster. Welcome to star and cite our work!
 - **[2025.05.27]** 🎉 We have released the full version of SQL-R1.
 - **[2025.05.21]** 🎉 We have released our model weights on HuggingFace! Check out the [Model Weights](#-model-weights) section below.
 - **[2025.04.11]** 📑 Our paper is now available on [arXiv](https://arxiv.org/abs/2504.08600).