Update README.md

README.md

@@ -1,3 +1,30 @@
----
-license: mit
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+---
+license: mit
+---
+
+<p align="center">
+  <h1 align="center">SEAL 🦭<br>
+Segment Any Events with Language</h1>
+  <p align="center">
+    <a href="https://www.linkedin.com/in/seungjun-lee-43101a261/">Seungjun Lee</a></span> ·  
+    <a href="https://www.comp.nus.edu.sg/~leegh/">Gim Hee Lee</a><sup></sup> <br>
+    Department of Computer Science, National University of Singapore<br>
+  </p>
+  <h2 align="center">ICLR 2026</h2>
+  <h3 align="center"><a href="https://github.com/0nandon/SEAL">Code</a> | <a href="https://arxiv.org/abs/2601.23159">Paper</a> | <a href="https://0nandon.github.io/SEAL/">Project Page</a> </h3>
+  <div align="center">
+  <a href="https://pytorch.org/get-started/locally/"><img alt="PyTorch" src="https://img.shields.io/badge/PyTorch-ee4c2c?logo=pytorch&logoColor=white"></a>
+    <a href="https://hydra.cc/"><img alt="Config: Hydra" src="https://img.shields.io/badge/Config-Hydra-89b8cd"></a>
+  </div>
+</p>
+
+## Citation
+If you find our code or paper useful, please cite
+```bibtex
+@article{lee2026segment,
+  title={Segment Any Events with Language},
+  author={Lee, Seungjun and Lee, Gim Hee},
+  journal={arXiv preprint arXiv:2601.23159},
+  year={2026}
+}
+```