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@@ -257,6 +257,30 @@ <h2 class="label"><p class="title-large"><a name="publications"><span>Publicatio
 
 <br>
 
+<li>
+    <p class="content"><a href="https://arxiv.org/abs/2210.11416"><strong>Scaling Instruction-Finetuned Language Models</strong></a></p>
+    <p class="content">Hyung Won Chung*, Le Hou*, Shayne Longpre*, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, <strong>Xinyun Chen</strong>, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Zhao, Yanping Huang, Andrew Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei*. (* Equal contribution)</p>
+      <p class="content">Journal of Machine Learning Research (<strong>JMLR</strong>), 2024.</p>
+</li>
+
+<br>
+
+<li>
+    <p class="content"><a href="https://arxiv.org/abs/2308.16458"><strong>BioCoder: A Benchmark for Bioinformatics Code Generation with Contextual Pragmatic Knowledge</strong></a></p>
+    <p class="content">Xiangru Tang*, Bill Qian*, Rick Gao*, Jiakang Chen*, <strong>Xinyun Chen</strong>, Mark Gerstein. (* Equal contribution)</p>
+    <p class="content">Intelligent Systems for Molecular Biology (<strong>ISMB</strong>), 2024.</p>
+</li>
+
+<br>
+
+<li>
+    <p class="content"><a href="https://arxiv.org/abs/2406.04520"><strong>NATURAL PLAN: Benchmarking LLMs on Natural Language Planning
+</strong></a></p>
+    <p class="content">Huaixiu Steven Zheng, Swaroop Mishra, Hugh Zhang, <strong>Xinyun Chen</strong>, Minmin Chen, Azade Nova, Le Hou, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou.</p>
+</li>
+
+<br>
+
 <li>
     <p class="content"><a href="https://arxiv.org/abs/2402.09371"><strong>Transformers Can Achieve Length Generalization But Not Robustly</strong></a></p>
     <p class="content">Yongchao Zhou, Uri Alon, <strong>Xinyun Chen</strong>, Xuezhi Wang, Rishabh Agarwal, Denny Zhou.</p>
@@ -285,14 +309,6 @@ <h2 class="label"><p class="title-large"><a name="publications"><span>Publicatio
 
 <br>
 
-<li>
-    <p class="content"><a href="https://arxiv.org/abs/2210.11416"><strong>Scaling Instruction-Finetuned Language Models</strong></a></p>
-    <p class="content">Hyung Won Chung*, Le Hou*, Shayne Longpre*, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, <strong>Xinyun Chen</strong>, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Zhao, Yanping Huang, Andrew Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei*. (* Equal contribution)</p>
-      <p class="content">Journal of Machine Learning Research (<strong>JMLR</strong>), 2024.</p>
-</li>
-
-<br>
-
 <li>
     <p class="content"><a href="https://arxiv.org/abs/2302.00093"><strong>Large Language Models Can Be Easily Distracted by Irrelevant Context</strong></a></p>
     <p class="content">Freda Shi*, <strong>Xinyun Chen*</strong>, Kanishka Misra, Nathan Scales, David Dohan, Ed Chi, Nathanael Schärli, Denny Zhou. (* Equal contribution)</p>
@@ -348,13 +364,6 @@ <h2 class="label"><p class="title-large"><a name="publications"><span>Publicatio
 
 <br>
 
-<li>
-    <p class="content"><a href="https://arxiv.org/abs/2308.16458"><strong>BioCoder: A Benchmark for Bioinformatics Code Generation with Contextual Pragmatic Knowledge</strong></a></p>
-    <p class="content">Xiangru Tang*, Bill Qian*, Rick Gao*, Jiakang Chen*, <strong>Xinyun Chen</strong>, Mark Gerstein. (* Equal contribution)</p>
-</li>
-
-<br>
-
 <li>
     <p class="content"><a href="https://arxiv.org/abs/2203.07814"><strong>Competition-Level Code Generation with AlphaCode</strong></a></p>
     <p class="content">Yujia Li*, David Choi*, Junyoung Chung*, Nate Kushman*, Julian Schrittwieser*, Rémi Leblond*, Tom Eccles*, James Keeling*, Felix Gimeno*, Agustin Dal Lago*, Thomas Hubert*, Peter Choy*, Cyprien de Masson d'Autume*, Igor Babuschkin, <strong>Xinyun Chen</strong>, Po-Sen Huang, Johannes Welbl, Sven Gowal, Alexey Cherepanov, James Molloy, Daniel J. Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, Oriol Vinyals. (* Joint first authors).</p>