Update README.md

README.md

@@ -19,8 +19,8 @@ should probably proofread and complete it, then remove this comment. -->
 • 🤗 <a href="https://huggingface.co/datasets/JingyaoLi/Science-Logits-1.2M" target="_blank">Data </a> 
 • 🤗 <a href="https://huggingface.co/JingyaoLi/ScienceLLaMA-3b" target="_blank">ScienceLLaMA-3B </a> 
 • 🤗 <a href="https://huggingface.co/JingyaoLi/ScienceLLaMA-1b" target="_blank">ScienceLLaMA-1B </a> 
-• 🐱 <a href="Logits-based Finetuning" target="_blank">Code</a> 
-• 📃 Paper (TO be released) <br>
+• 🐱 <a href="https://github.com/dvlab-research/Logits-Based-Finetuning" target="_blank">Code</a> 
+• 📃 <a href="https://arxiv.org/abs/2505.24461" target="_blank">Paper</a>
 </p>
 
 This model is a fine-tuned with **Logits-Based Finetuning** on the [JingyaoLi/Science-Logits-1.2M](https://huggingface.co/datasets/JingyaoLi/Science-Logits-1.2M), which integrates the strengths of supervised learning and knowledge distillation by combining teacher logits with ground truth labels. This preserves both correctness and linguistic diversity.