Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing

Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing explores This work introduces a novel hint synthesis and annealing method to improve reasoning accuracy and coverage in math RLVR for LLMs.. Commercial viability score: 5/10 in LLM Training.