better look

app.py

@@ -28,8 +28,8 @@ iface = gr.Interface(
     outputs=gr.Text(label="Caption output"),
     title="CoCa: Contrastive Captioners",
     description=(
-         """<p>An open source implementation of **CoCa: Contrastive Captioners are Image-Text Foundation Models** https://arxiv.org/abs/2205.01917.</p><br/>
-        <p>Built using [open_clip](https://github.com/mlfoundations/open_clip) with an effort from [LAION](https://laion.ai/).</p><br/>
+         """<p>An open source implementation of <b>CoCa: Contrastive Captioners are Image-Text Foundation Models</b> <a href=https://arxiv.org/abs/2205.01917>https://arxiv.org/abs/2205.01917.</a></p><br/>
+        <p>Built using <a href=https://github.com/mlfoundations/open_clip>open_clip</a> with an effort from <a href=https://laion.ai/>LAION</a>.</p><br/>
         <p>For faster inference without waiting in queue, you may duplicate the space and upgrade to GPU in settings.<br/>
 <a href="https://huggingface.co/spaces/laion/CoCa?duplicate=true">
 <img style="margin-top: 0em; margin-bottom: 0em" src="https://bit.ly/3gLdBN6" alt="Duplicate Space"></a>