Update README.md

README.md

@@ -33,7 +33,10 @@ This repo releases data introduced in our paper accepted:
 > **PC2: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval**  
 > **Authors**: **[Yue Duan](https://njuyued.github.io/)**, Zhangxuan Gu, Zhenzhe Ying, Lei Qi, Changhua Meng and Yinghuan Shi
   
-- **Quick links:** [[[PDF](https://arxiv.org/pdf/2408.01349)/[Abs](https://arxiv.org/abs/2408.01349)-arXiv | [PDF](https://dl.acm.org/doi/pdf/10.1145/3664647.3680860)/[Abs](https://dl.acm.org/doi/abs/10.1145/3664647.3680860)-Published | [Code](https://github.com/alipay/PC2-NoiseofWeb) |  [Video](https://dl.acm.org/doi/suppl/10.1145/3664647.3680860/suppl_file/648-video.mp4) | [Poster/Slides](https://github.com/NJUyued/Posters-Slides-Videos/tree/master/PC2-ACMMM'24) | [文章解读-知乎(Zhihu)](https://zhuanlan.zhihu.com/p/711149124) | [视频解读-bilibili](https://www.bilibili.com/video/BV1zppMezEQe/) | [Dataset download](https://huggingface.co/datasets/NJUyued/NoW/resolve/main/NoW.zip?download=true)]
+- 🔗 **Quick links:**
+
+  - [Dataset download](https://huggingface.co/datasets/NJUyued/NoW/resolve/main/NoW.zip?download=true)
+  - [[PDF](https://arxiv.org/pdf/2408.01349)/[Abs](https://arxiv.org/abs/2408.01349)-arXiv | [PDF](https://dl.acm.org/doi/pdf/10.1145/3664647.3680860)/[Abs](https://dl.acm.org/doi/abs/10.1145/3664647.3680860)-Published | [Code](https://github.com/alipay/PC2-NoiseofWeb) |  [Video](https://dl.acm.org/doi/suppl/10.1145/3664647.3680860/suppl_file/648-video.mp4) | [Poster/Slides](https://github.com/NJUyued/Posters-Slides-Videos/tree/master/PC2-ACMMM'24) | [文章解读-知乎(Zhihu)](https://zhuanlan.zhihu.com/p/711149124) | [视频解读-bilibili](https://www.bilibili.com/video/BV1zppMezEQe/)]
 
 
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