diff --git a/index.html b/index.html
index b17310b..cc17710 100644
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+++ b/index.html
@@ -52,36 +52,6 @@
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     </a>
   </div>
-  <!-- <div class="navbar-menu">
-    <div class="navbar-start" style="flex-grow: 1; justify-content: center;">
-      <a class="navbar-item" href="https://keunhong.com">
-      <span class="icon">
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-        <a class="navbar-link">
-          More Research
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-        <div class="navbar-dropdown">
-          <a class="navbar-item" href="https://hypernerf.github.io">
-            HyperNeRF
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-          <a class="navbar-item" href="https://nerfies.github.io">
-            Nerfies
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-          <a class="navbar-item" href="https://latentfusion.github.io">
-            LatentFusion
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-            PhotoShape
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@@ -141,17 +111,6 @@ <h1 class="title is-1 publication-title"><tt>OATH-Frames</tt>: Characterizing On
                   <span>Paper (Coming Soon)</span>
                 </a>
               </span>
-              <!-- <span class="link-block">
-                <a href="https://dill-lab.github.io/"
-                   class="external-link button is-normal is-rounded is-dark">
-                  <span class="icon">
-                      <i class="ai ai-arxiv"></i>
-                  </span>
-                  <span>arXiv (Coming Soon)</span>
-                </a>
-              </span> -->
-              <!-- Video Link. -->
-              <!-- Code Link. -->
               <span class="link-block">
                 <a href="https://github.com/dill-lab/oath-frames"
                    class="external-link button is-normal is-rounded is-dark">
@@ -216,36 +175,12 @@ <h2 class="title is-3">Snapshot of</span> <span style="font-size:30px; font-fami
 </section>
 
 
-<!-- <section class="hero teaser">
-  <div class="container is-max-desktop">
-    <div class="hero-body">
-      <img src="./static/images/pipeline.png" alt="pipeline", width="400">
-      <figcaption> We prompt GPT-4 with OATH-Frames and their corresponding definitions where we use the 
-        predicted frames and corresponding generated chains-of-thought to clarify the definitions in our 
-        prompt and validate against a set of expert annotated posts following prior works. 
-        Using our refined  prompt, we generate predictions of OATH-Frames on a set of 4.1k posts and experts 
-        verify the predictions while kicking out frames that do not belong.
-        }</figcaption>
-    </div>
-  </div>
-</section> -->
-
-
-
-
 
 <section class="section" id="BibTeX">
   <div class="container is-max-desktop content">
     <h2 class="title">BibTeX</h2>
     <pre><code>
       TBA
-      <!-- @article{park2021nerfies,
-  author    = {Park, Keunhong and Sinha, Utkarsh and Barron, Jonathan T. and Bouaziz, Sofien and Goldman, Dan B and Seitz, Steven M. and Martin-Brualla, Ricardo},
-  title     = {Nerfies: Deformable Neural Radiance Fields},
-  journal   = {ICCV},
-  year      = {2021},
-} -->
-
 </code></pre>
   </div>
 </section>
@@ -253,15 +188,6 @@ <h2 class="title">BibTeX</h2>
 
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