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Math- shepherd: Verify and reinforce llms step-by-step without human annotations

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cs.LG 1

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2026 1

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Self-Distilled RLVR

cs.LG · 2026-04-03 · unverdicted · novelty 7.0

RLSD mixes self-distillation for token-level policy difference magnitudes with RLVR for reliable update directions from response correctness to reach higher convergence and better training stability.

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  • Self-Distilled RLVR cs.LG · 2026-04-03 · unverdicted · none · ref 23

    RLSD mixes self-distillation for token-level policy difference magnitudes with RLVR for reliable update directions from response correctness to reach higher convergence and better training stability.