Qingyu Yin
1 indexed paper
Recent (6 mo)
1With code
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126
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NLP×1AI×1
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Research Timeline
2026
QUBRIC: Co-Designing Queries and Rubrics for RL Beyond Verifiable Rewards
QUBRIC introduces a co-design framework that simultaneously optimizes queries and rubrics, overcoming the bottleneck of vague rubrics derived from open-ended questions, leading to significant gains in RL performance.
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Papers
cs.CLcs.AIRecentJun 2, 2026
QUBRIC: Co-Designing Queries and Rubrics for RL Beyond Verifiable Rewards
Rongzhi Zhang, Rui Feng, Zhihan Zhang, Jingfeng Yang +7 more
QUBRIC introduces a co-design framework that simultaneously optimizes queries and rubrics, overcoming the bottleneck of vague rubrics derived from open-ended questions, leading to significant gains in…
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