"mathematical reasoning tasks" Papers

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Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models

Laura Ruis, Maximilian Mozes, Juhan Bae et al.

ICLR 2025posterarXiv:2411.12580
24
citations

Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models

Yue Wang, Qiuzhi Liu, Jiahao Xu et al.

NeurIPS 2025spotlight