"self-verification" Papers

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Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning

Jingjing Jiang, Chao Ma, Xurui Song et al.

ICCV 2025highlightarXiv:2507.07424
7
citations

Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling

Tsung-Han (Patrick) Wu, Heekyung Lee, Jiaxin Ge et al.

NEURIPS 2025arXiv:2504.13169
10
citations

Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards

Xiaoyuan Liu, Tian Liang, Zhiwei He et al.

NEURIPS 2025arXiv:2505.13445
18
citations