"test-time compute scaling" Papers

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Chain-of-Retrieval Augmented Generation

Liang Wang, Haonan Chen, Nan Yang et al.

NeurIPS 2025posterarXiv:2501.14342
26
citations

Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models

Yulei Qin, Gang Li, Zongyi Li et al.

NeurIPS 2025posterarXiv:2506.01413
4
citations

Preserving Diversity in Supervised Fine-Tuning of Large Language Models

Ziniu Li, Congliang Chen, Tian Xu et al.

ICLR 2025posterarXiv:2408.16673
33
citations

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

Yue Wang, Qiuzhi Liu, Jiahao Xu et al.

NeurIPS 2025spotlight

Value-Guided Search for Efficient Chain-of-Thought Reasoning

Kaiwen Wang, Jin Zhou, Jonathan Chang et al.

NeurIPS 2025posterarXiv:2505.17373
7
citations