Update README.md (#6)

- Update README.md (25353add0f5a20eda9521b3ca2d4a1071113c3b8)


Co-authored-by: Roopal Garg <roopalgarg@users.noreply.huggingface.co>

README.md

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-title: Imageinwords Explorer
+title: ImageInWords (IIW) Explorer
 emoji: 📉
 colorFrom: yellow
 colorTo: purple
@@ -9,4 +9,12 @@ app_file: app.py
 pinned: false
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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+<h2>ImageInWords: Unlocking Hyper-Detailed Image Descriptions</h2> 
+
+arXiv: https://arxiv.org/abs/2405.02793
+
+Please visit the [webpage](https://google.github.io/imageinwords) for all the information about the IIW project, data downloads, visualizations, and much more.
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+<h3>&#129303;Hugging Face&#129303;</h3>
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+<li><a href="https://huggingface.co/datasets/google/imageinwords">Dataset</a></li>