Examining False Positives under Inference Scaling for Mathematical Reasoning

Yu Wang, Nan Yang, Liang Wang +2

Recent advancements in language models have led to significant improvements in mathematical reasoning across various benchmarks. However, most of these benchmarks rely on automatic…