大模型推理能力

Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models

Jiaqi Wang, Kevin Qinghong Lin, James Cheng, Mike Zheng Shou

机构 * The Chinese University of Hong Kong（香港中文大学） ； Show Lab, National University of Singapore（新加坡国立大学Show实验室） 纠错

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

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SeeingEye: Agentic Information Flow Unlocks Multimodal Reasoning In Text-only LLMs

Weijia Zhang, Zijia Liu, Haoru Li, Haoqi Chen, Jiaxuan You

专题命中 其他推理 ：reasoning(title,abstract)

Optimizing Knowledge Utilization for Multi-Intent Comment Generation with Large Language Models

Shuochuan Li, Zan Wang, Xiaoning Du, Zhuo Wu, Jiuqiao Yu, Junjie Chen

专题命中 其他推理 ：reasoning(abstract)；chain-of-thought(abstract)；CoT(abstract)

GAPMAP: Mapping Scientific Knowledge Gaps in Biomedical Literature Using Large Language Models

Nourah M Salem, Elizabeth White, Michael Bada, Lawrence Hunter

机构 * University of Colorado, Anschutz（科罗拉多大学安舒茨分校） ； University of Chicago（芝加哥大学） 纠错

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

Fine-Tuned Language Models for Domain-Specific Summarization and Tagging

Jun Wang, Fuming Lin, Yuyu Chen

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

Dingtalk DeepResearch: A Unified Multi Agent Framework for Adaptive Intelligence in Enterprise Environments

Mengyuan Chen, Chengjun Dai, Xinyang Dong, Chengzhe Feng, Kewei Fu, Jianshe Li, Zhihan Peng, Yongqi Tong, Junshao Zhang, Hong Zhu

机构 * Industrial Brain Team, Dingtalk, Alibaba Group（钉钉工业大脑团队，钉钉，阿里巴巴集团） 纠错

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

Zero Reinforcement Learning Towards General Domains

Yuyuan Zeng, Yufei Huang, Can Xu, Qingfeng Sun, Jianfeng Yan, Guanghui Xu, Tao Yang, Fengzong Lian

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

AgentCyTE: Leveraging Agentic AI to Generate Cybersecurity Training & Experimentation Scenarios

Ana M. Rodriguez, Jaime Acosta, Anantaa Kotal, Aritran Piplai

专题命中 其他推理 ：reasoning(abstract)