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Pu-Hui Tan

1 paper hereh-index 13 citations1 works total

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  • cs.CL1

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1 paper

cs.CL2026

PIVOT: Progressive Intervention via Online Teacher Correction

Zhihao Yang, Boyuan Zheng, Puhui Tan +7

Reinforcement learning from verifiable rewards (RLVR) is limited by sparse outcome-level feedback on hard reasoning tasks: when all rollouts in a group fail, rewards provide no lea…

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