diff --git a/bioimageio_chatbot/static/index.html b/bioimageio_chatbot/static/index.html
index b35d4a6..3d04724 100644
--- a/bioimageio_chatbot/static/index.html
+++ b/bioimageio_chatbot/static/index.html
@@ -494,11 +494,7 @@ <h3 class="text-center">Welcome to BioImage.IO Chatbot</h3>
         <!-- Helper message for personalized answers -->
         <p class="mt-3">Warning: BioImage.IO Chatbot can make mistakes. Consider checking important information.</p>
         <p class="mt-3">Tips: Customize your profile to get personalized answers based on your background.</p>
-        <p>If you find our chatbot helpful for you, please consider cite us: <a href="https://arxiv.org/abs/2310.18351"
-            target="_blank" rel="nofollow"><img
-              src="https://camo.githubusercontent.com/b151f4a4752252b73a5a8b484197840b0bc50c7c18d4b4ddad2b89a8e90d36f0/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f61725869762d323331302e31383335312d7265642e737667"
-              alt="arXiv" data-canonical-src="https://img.shields.io/badge/arXiv-2310.18351-red.svg"
-              style="max-width: 100%;"></a></p>
+        <p>If you find our chatbot helpful for you, please consider cite us: <pre>Lei et al. Nature Methods, 2024, https://doi.org/10.1038/s41592-024-02370-y</pre></p>
         <a href="https://ai4life.eurobioimaging.eu/" target="_blank"><img
             src="https://ai4life.eurobioimaging.eu/wp-content/uploads/2022/09/AI4Life-logo_giraffe-nodes-2048x946.png"
             alt="AI4Life Icon" style="height: 80px; margin-right: 10px">