大模型推理能力

Enhancing Multi-Robot Semantic Navigation Through Multimodal Chain-of-Thought Score Collaboration

Zhixuan Shen, Haonan Luo, Kexun Chen, Fengmao Lv, Tianrui Li

机构 * Zhixuan Shen, Haonan Luo, Kexun Chen, Fengmao Lv, Tianrui Li（作者） 纠错

专题命中 视觉空间推理 ：chain-of-thought(title,abstract)；planning(abstract)

Comments 16 pages, 10 figures, Extended Version of accepted AAAI 2025 Paper

MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation

Qian Liang, Yujia Wu, Kuncheng Li, Jiwei Wei, Shiyuan He, Jinyu Guo, Ning Xie

专题命中 视觉空间推理 ：reasoning(abstract)；chain-of-thought(abstract)；CoT(abstract)

Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models

Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu

专题命中 视觉空间推理 ：reasoning(abstract)；分类 cs.CL

Comments Accepted by EMNLP 2025 findings