Update README.md

README.md

@@ -2,7 +2,7 @@
 license: mit
 ---
 <p align="center">
-    📑 <a href="" target="_blank">Paper</a> &nbsp&nbsp | &nbsp&nbsp 🔨 <a href="https://huggingface.co/hkust-nlp/PreSelect-classifier" target="_blank">fastText Classifier</a> &nbsp&nbsp | &nbsp&nbsp 🤗 <a href="https://huggingface.co/datasets/hkust-nlp/PreSelect-100B" target="_blank">Released Dataset</a> &nbsp&nbsp | &nbsp&nbsp 📦 <a href="https://github.com/hkust-nlp/preselect" target="_blank">Repo</a>  
+    📑 <a href="https://arxiv.org/abs/2503.00808" target="_blank">Paper</a> &nbsp&nbsp | &nbsp&nbsp 🔨 <a href="https://huggingface.co/hkust-nlp/preselect-fasttext-classifier" target="_blank">fastText Classifier</a> &nbsp&nbsp | &nbsp&nbsp 🤗 <a href="https://huggingface.co/datasets/hkust-nlp/PreSelect-100B" target="_blank">Released Dataset</a> &nbsp&nbsp | &nbsp&nbsp 📦 <a href="https://github.com/hkust-nlp/PreSelect" target="_blank">Repo</a>  
 <br>
 </p>
 
@@ -15,6 +15,15 @@ Trianing using PreSelect curated dataset achieve superior results than other dat
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/641c9662043963b1c0a1df52/_2eDuE5K06giMepA_lNSp.png)
 
 ### Citation
-
+If you find this work helpful, please kindly cite as:
+```
+@article{shum2025predictivedataselectiondata,
+      title={Predictive Data Selection: The Data That Predicts Is the Data That Teaches}, 
+      author={Kashun Shum and Yuzhen Huang and Hongjian Zou and Ding Qi and Yixuan Liao and Xiaoxin Chen and Qian Liu and Junxian He},
+      journal={arXiv preprint arXiv:2503.00808},
+      year={2025},
+      eprint={2503.00808},
+}
+```