"majority voting" Papers

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Cost-aware LLM-based Online Dataset Annotation

Eray Can Elumar, Cem Tekin, Osman Yagan

NEURIPS 2025spotlightarXiv:2505.15101
2
citations

Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?

Hyeong Kyu Choi, Jerry Zhu, Sharon Li

NEURIPS 2025spotlightarXiv:2508.17536
17
citations

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

Median Selection with Noisy and Structural Information

Chenglin Fan, Mingyu Kang

NEURIPS 2025

RMB: Comprehensively benchmarking reward models in LLM alignment

Enyu Zhou, Guodong Zheng, Binghai Wang et al.

ICLR 2025arXiv:2410.09893
47
citations

TTRL: Test-Time Reinforcement Learning

Yuxin Zuo, Kaiyan Zhang, Li Sheng et al.

NEURIPS 2025arXiv:2504.16084
129
citations

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

Kaiwen Wang, Jin Zhou, Jonathan Chang et al.

NEURIPS 2025arXiv:2505.17373
7
citations