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Add PUMA: Semantic-Preserving Early Exit for Reasoning Models #10

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Add PUMA: Semantic-Preserving Early Exit for Reasoning Models #10

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Expand Up @@ -764,6 +764,25 @@ <h2 class="title is-3 has-text-centered">🔍 Paper Tables</h2>
<td>Math</td>
<td>Pass@1,<br>Pass@k</td>
</tr>
<tr>
<td><i><b>Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models</b></i><br>
<a href="https://arxiv.org/abs/2605.17672" target="_blank">
<img src="https://img.shields.io/badge/arXiv-2605.17672-red" alt="arXiv Badge">
</a>
<a href="https://github.com/giovanni-vaccarino/PUMA" target="_blank">
<img src="https://img.shields.io/badge/Code-GitHub-blue" alt="Code Badge">
</a>
</td>
<td>Internal</td>
<td>✗</td>
<td>✗</td>
<td>Redundancy-Aware<br>Early Exit</td>
<td>✗</td>
<td>Trial-Answer<br>Verifier</td>
<td>✗</td>
<td>Math,<br>Code,<br>General</td>
<td>Pass@1,<br>Token Cost,<br>Speedup</td>
</tr>
</tbody>
</table>
</div> <!-- end .table-container -->
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