大模型推理能力

Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning

Yicong Wu, Guangyue Lu, Yuan Zuo, Huarong Zhang, Junjie Wu

专题命中 其他推理 ：reasoning(title,abstract)；chain-of-thought(abstract)；分类 cs.AI、cs.LG

Comments Accepted at EMNLP 2025

Humans Perceive Wrong Narratives from AI Reasoning Texts

Mosh Levy, Zohar Elyoseph, Yoav Goldberg

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.CL、cs.AI

How Multimodal LLMs Solve Image Tasks: A Lens on Visual Grounding, Task Reasoning, and Answer Decoding

Zhuoran Yu, Yong Jae Lee

机构 * University of Wisconsin–Madison（威斯康星大学麦迪逊分校） 纠错

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted by COLM 2025

Prompting Strategies for Language Model-Based Item Generation in K-12 Education: Bridging the Gap Between Small and Large Language Models

Mohammad Amini, Babak Ahmadi, Xiaomeng Xiong, Yilin Zhang, Christopher Qiao

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.CL、cs.AI