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Nicolas-BZRD commited on Jun 27

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@@ -24,10 +24,10 @@ Distilling reasoning traces from strong teacher models has become the standard r
 If you use resources ↓ bellow ↓ in your work, please cite: **[Scale or Reason?](https://arxiv.org/pdf/2509.22193)**
 ```bibtex
-@misc{boizard2025doesreasoningmattercontrolled,
-      title={When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance},
-      author={Nicolas Boizard and Hippolyte Gisserot-Boukhlef and Kevin El-Haddad and Céline Hudelot and Pierre Colombo},
-      year={2025},
       eprint={2509.22193},
       archivePrefix={arXiv},
       primaryClass={cs.CL},

 If you use resources ↓ bellow ↓ in your work, please cite: **[Scale or Reason?](https://arxiv.org/pdf/2509.22193)**
 ```bibtex
+@misc{boizard2026scalereasoncomputeequivalentanalysis,
+      title={Scale or Reason? A Compute-Equivalent Analysis of Reasoning Distillation},
+      author={Nicolas Boizard and Hippolyte Gisserot-Boukhlef and Kevin El Haddad and Céline Hudelot and Pierre Colombo},
+      year={2026},
       eprint={2509.22193},
       archivePrefix={arXiv},
       primaryClass={cs.CL},