"reasoning ability" Papers

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Chain of Execution Supervision Promotes General Reasoning in Large Language Models

Nuo Chen, Zehua Li, Keqin Bao et al.

NEURIPS 2025arXiv:2510.23629

First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training

Lai Wei, Yuting Li, Chen Wang et al.

NEURIPS 2025arXiv:2505.22453
10
citations

Importance Weighting Can Help Large Language Models Self-Improve

Chunyang Jiang, Chi-Min Chan, Wei Xue et al.

AAAI 2025paperarXiv:2408.09849
11
citations