diff --git a/docs/index.html b/docs/index.html
index 79ce680..c2478ce 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -142,7 +142,7 @@ <h1 class="title is-1 publication-title">A multimodal foundation model for prote
               <div class="publication-links">
                 <!-- ArXiv  Link -->
                 <span class="link-block">
-                  <a href="https://arxiv.org/abs/<ARXIV PAPER ID>" target="_blank"
+                  <a href="https://www.biorxiv.org/content/10.1101/2024.12.10.627665v1" target="_blank"
                   class="external-link button is-normal is-rounded is-dark">
                   <span class="icon">
                     <i class="ai ai-biorxiv"></i>
@@ -414,7 +414,18 @@ <h2 class="subtitle has-text-weight-normal is-size-4" style="text-align: left;">
   <section class="section" id="BibTeX">
     <div class="container is-max-desktop content">
       <h2 class="title">BibTeX</h2>
-      <pre><code>BibTex Code Here</code></pre>
+      <pre><code>
+        @article {Queen2024.12.10.627665,
+          author = {Queen, Owen and Huang, Yepeng and Calef, Robert and Giunchiglia, Valentina and Chen, Tianlong and Dasoulas, George and Tai, LeAnn and Ektefaie, Yasha and Noori, Ayush and Brown, Joseph and Cobley, Tom and Hrovatin, Karin and Hartvigsen, Tom and Theis, Fabian and Pentelute, Bradley L. and Khurana, Vikram and Kellis, Manolis and Zitnik, Marinka},
+          title = {ProCyon: A multimodal foundation model for protein phenotypes},
+          elocation-id = {2024.12.10.627665},
+          year = {2024},
+          doi = {10.1101/2024.12.10.627665},
+          URL = {https://www.biorxiv.org/content/early/2024/12/15/2024.12.10.627665},
+          eprint = {https://www.biorxiv.org/content/early/2024/12/15/2024.12.10.627665.full.pdf},
+          journal = {bioRxiv}
+        }
+      </code></pre>
     </div>
 </section>
 <!--End BibTex citation -->