大模型推理能力

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery

Jiatong Li, Weida Wang, Qinggang Zhang, Junxian Li, Di Zhang, Changmeng Zheng, Shufei Zhang, Xiaoyong Wei, Qing Li

专题命中 数学推理 ：reasoning(title,abstract)；CoT(title,abstract)；chain-of-thought(abstract)；分类 cs.CL

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Train Long, Think Short: Curriculum Learning for Efficient Reasoning

Hasan Abed Al Kader Hammoud, Kumail Alhamoud, Abed Hammoud, Elie Bou-Zeid, Marzyeh Ghassemi, Bernard Ghanem

机构 * King Abdullah University of Science and Technology (KAUST), Saudi Arabia（卡布尔大学科学与技术大学） ； Massachusetts Institute of Technology (MIT), Cambridge, MA, USA（麻省理工学院） ； Princeton University, Princeton, NJ, USA（普林斯顿大学） 纠错

专题命中 数学推理 ：reasoning(title,abstract)；verifier(abstract)；分类 cs.CL、cs.AI、cs.LG

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InfiAlign: A Scalable and Sample-Efficient Framework for Aligning LLMs to Enhance Reasoning Capabilities

Shuo Cai, Su Lu, Qi Zhou, Kejing Yang, Zhijie Sang, Congkai Xie, Hongxia Yang

专题命中 数学推理 ：reasoning(title,abstract)；分类 cs.AI

DynaSwarm: Dynamically Graph Structure Selection for LLM-based Multi-agent System

Hui Yi Leong, Yuqing Wu

专题命中 数学推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

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