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University of Georgia, INFLY Tech
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Combining soft correctness-aware gating with teacher-probability scaling leads to a substantial boost in GUI grounding performance, revealing the critical importance of signal quality in self-distillation.
By prioritizing diversity over accuracy in experience replay, DyJR significantly boosts LLM reasoning performance in RL, outperforming GRPO and other baselines without sacrificing training efficiency.