Update README.md

README.md

@@ -12,9 +12,19 @@ tags:
 pipeline_tag: time-series-forecasting
 ---
 
-📄 Paper (Hugging Face): https://huggingface.co/papers/2604.09067  
-📄 arXiv: https://arxiv.org/abs/2604.09067  
-💻 Original GitHub: https://github.com/jafarbakhshaliyev/TPS
+# Temporal Patch Shuffle (TPS): Leveraging Patch-Level Shuffling to Boost Generalization and Robustness in Time Series Forecasting
+
+📄 **Paper (Hugging Face):** https://huggingface.co/papers/2604.09067  
+📄 **Paper (arXiv):** https://arxiv.org/abs/2604.09067  
+💻 **Original GitHub:** https://github.com/jafarbakhshaliyev/TPS  
+
+---
+
+## Paper
+This repository implements the method proposed in the paper:  
+👉 https://arxiv.org/abs/2604.09067  
+
+---
 
 # Temporal Patch Shuffle (TPS): Leveraging Patch-Level Shuffling to Boost Generalization and Robustness in Time Series Forecasting [![arXiv](https://img.shields.io/badge/arXiv-Paper-B31B1B.svg)](https://arxiv.org/abs/2604.09067)