diff --git a/neurips23.html b/neurips23.html
index 89e4e823..f72e287b 100644
--- a/neurips23.html
+++ b/neurips23.html
@@ -276,17 +276,16 @@ <h4>Out-Of-Distribution</h4>
           </li>
 
           <li>
-            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/ood/pyanns">PyANNS</a></span>: Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
-            <span class="authors"><span>Authors</span>: Zihan Wang, Zilliz. [Note: this entry did not declare conflict with organizers before participating]</span>
+            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/ood/pyanns">PyANNS</a></span>:  [Note: this entry did not declare conflict with organizers before participating] 
+            <span class="authors"><span>Authors</span>: Zihao Wang, Zilliz.</span>
           </li>
         </ul>
 
         <h4>Sparse</h4>
         <ul class="result-list">
           <li>
-            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/pyanns">PyANNS</a></span>: 
-              Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search<br/>
-              <span class="authors"><span>Authors</span>: Zihan Wang, Zilliz. [Note: this entry did not declare conflict with organizers before participating]</span>
+            <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/pyanns">PyANNS</a></span> [Note: this entry did not declare conflict with organizers before participating]
+              <span class="authors"><span>Authors</span>: Zihao Wang, Zilliz.</span>
           </li>
           <li>
             <span><a href="https://github.com/harsha-simhadri/big-ann-benchmarks/tree/main/neurips23/sparse/shnsw">shnsw</a></span>: