作者位次 #3/11ACL 2026Findings· Findings of ACL
Concise Math Reasoning via Difficulty-Aware Distillation
Yifan Wu · Jingze Shi · Bingheng Wu · Jiayi Zhang · Xiaotian LIN · Yizhang Zhu · Zhaoyang Yu · Bang Liu · Chenglin Wu · Nan Tang · Yuyu Luo
摘要
Human experts tackle difficult math problems by identifying and executing a few pivotal steps rather than listing every intermediate thought. In contrast, standard Chain-of-Thought (CoT) distillation trains small models on lengthy reasoning traces, encouraging a uniform overthinking style across...