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xx18  authored a paper 1 day ago

EntroPIC: Towards Stable Long-Term Training of LLMs via Entropy Stabilization with Proportional-Integral Control

xx18  authored a paper 3 months ago

S$^3$c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners

xx18  authored a paper 3 months ago

VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models

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