2 papers
cs.CL2025
Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning
Chengqi Lyu, Songyang Gao, Yuzhe Gu +14
Reasoning abilities, especially those for solving complex math problems, are crucial components of general intelligence. Recent advances by proprietary companies, such as o-series…
cs.CL2024
Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia
Zhejian Zhou, Jiayu Wang, Dahua Lin +1
Though Large Language Models (LLMs) have shown remarkable abilities in mathematics reasoning, they are still struggling with performing numeric operations accurately, such as addit…