diff --git a/index.html b/index.html
index 2b2f82d..59f7664 100644
--- a/index.html
+++ b/index.html
@@ -2135,15 +2135,11 @@ <h2 class="text-title">About</h2>
               href="#" , target="_blank">paper</a>!
           </p class="text-content">
           <h3 class="text-title" style="margin-bottom:0.5em">Citation</h3>
-          <pre id="citation"><code>@inproceedings{
-    author2024BALROG,
-    title={BALROG: Benchmarking Agentic LLM/VLM Reasoning On Games},
-    author={Davide Paglieri*, Bartłomiej Cupiał*, Samuel Coward, Ulyana Piterbarg, 
-      Maciej Wolczyk, Akbir Khan, Eduardo Pignatelli, Łukasz Kuciński, Lerrel Pinto, 
-      Rob Fergus, Jakob Nicolaus Foerster, Jack Parker-Holder, Tim Rocktäschel},
-    booktitle={pre-print},
-    year={2024},
-    url={https://example.com/BALROG}
+          <pre id="citation"><code>@article{paglieri2024balrog,
+  title={Benchmarking Agentic LLM and VLM Reasoning On Games},
+  author={Paglieri, Davide and Cupia{\l}, Bart{\l}omiej and Coward, Sam and Piterbarg, Ulyana and Wo{\l}czyk, Maciej and Khan, Akbir and Pignatelli, Eduardo and Kuci{\'n}ski, {\L}ukasz and Pinto, Lerrel and Fergus, Rob and Foerster, Jakob Nicolaus and Parker-Holder, Jack and Rockt{\"a}schel, Tim},
+  journal={arXiv preprint arXiv:2411.13543},
+  year={2024}
 }</code></pre>
           <p class="text-content" style="margin-bottom: 0;">
           <p style="line-height: 1.6667em;">
@@ -2262,4 +2258,4 @@ <h3 class="text-title" style="margin-bottom:0.5em">Citation</h3>
   </script>
 </body>
 
-</html>
\ No newline at end of file
+</html>
diff --git a/template/template_index.html b/template/template_index.html
index 7774ac2..ddf6d74 100644
--- a/template/template_index.html
+++ b/template/template_index.html
@@ -278,15 +278,11 @@ <h2 class="text-title">About</h2>
               href="#" , target="_blank">paper</a>!
           </p class="text-content">
           <h3 class="text-title" style="margin-bottom:0.5em">Citation</h3>
-          <pre id="citation"><code>@inproceedings{
-    author2024BALROG,
-    title={BALROG: Benchmarking Agentic LLM/VLM Reasoning On Games},
-    author={Davide Paglieri*, Bartłomiej Cupiał*, Samuel Coward, Ulyana Piterbarg, 
-      Maciej Wolczyk, Akbir Khan, Eduardo Pignatelli, Łukasz Kuciński, Lerrel Pinto, 
-      Rob Fergus, Jakob Nicolaus Foerster, Jack Parker-Holder, Tim Rocktäschel},
-    booktitle={pre-print},
-    year={2024},
-    url={https://example.com/BALROG}
+          <pre id="citation"><code>@article{paglieri2024balrog,
+  title={Benchmarking Agentic LLM and VLM Reasoning On Games},
+  author={Paglieri, Davide and Cupia{\l}, Bart{\l}omiej and Coward, Sam and Piterbarg, Ulyana and Wo{\l}czyk, Maciej and Khan, Akbir and Pignatelli, Eduardo and Kuci{\'n}ski, {\L}ukasz and Pinto, Lerrel and Fergus, Rob and Foerster, Jakob Nicolaus and Parker-Holder, Jack and Rockt{\"a}schel, Tim},
+  journal={arXiv preprint arXiv:2411.13543},
+  year={2024}
 }</code></pre>
           <p class="text-content" style="margin-bottom: 0;">
           <p style="line-height: 1.6667em;">
@@ -386,4 +382,4 @@ <h3 class="text-title" style="margin-bottom:0.5em">Citation</h3>
   </script>
 </body>
 
-</html>
\ No newline at end of file
+</html>