"verifiable rewards" Papers

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Generalizing Verifiable Instruction Following

Valentina Pyatkin, Saumya Malik, Victoria Graf et al.

NEURIPS 2025arXiv:2507.02833
38
citations

Rethinking Verification for LLM Code Generation: From Generation to Testing

Zihan Ma, Taolin Zhang, Maosongcao et al.

NEURIPS 2025arXiv:2507.06920
7
citations

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond

Junteng Liu, Yuanxiang Fan, Jiang Zhuo et al.

NEURIPS 2025arXiv:2505.19641
23
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