多模态大模型

Benchmarking the Thinking Mode of Multimodal Large Language Models in Clinical Tasks

Jindong Hong, Tianjie Chen, Lingjie Luo, Chuanyang Zheng, Ting Xu, Haibao Yu, Jianing Qiu, Qianzhong Chen, Suning Huang, Yan Xu, Yong Gui, Yijun He, Jiankai Sun

机构 * Bytedance（字节跳动） ； Peking University（北京大学） ； The Chinese University of Hong Kong（香港中文大学） ； The University of Hong Kong（香港大学） ； Mohamed bin Zayed University of Artificial Intelligence（马尔代夫人工智能大学） ； Stanford University（斯坦福大学） ； University of Michigan（密歇根大学） 纠错

专题命中 其他多模态 ：multimodal(title,abstract)；分类 cs.CV、cs.CL、cs.AI

QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models

Kuei-Chun Kao, Hsu Tzu-Yin, Yunqi Hong, Ruochen Wang, Cho-Jui Hsieh

机构 * Department of Computer Science, University of California, Los Angeles（计算机科学系，加州大学洛杉矶分校） 纠错

专题命中 其他多模态 ：multimodal(title,abstract)；分类 cs.CV、cs.AI

Comments 16 pages

Journal ref EMNLP 2025

Visualization Biases MLLM's Decision Making in Network Data Tasks

Timo Brand, Henry Förster, Stephen G. Kobourov, Jacob Miller

机构 * Technical University of Munich, Heilbronn, Germany（慕尼黑技术大学） 纠错

专题命中 其他多模态 ：MLLM(title,abstract)；分类 cs.AI

Comments This manuscript was presented at VIS x GenAI, a workshop co-located with IEEE VIS 2025

SVG Decomposition for Enhancing Large Multimodal Models Visualization Comprehension: A Study with Floor Plans

Jeongah Lee, Ali Sarvghad

专题命中 其他多模态 ：multimodal(title,abstract)

Comments 10 pages, 2 figures

SciDaSynth: Interactive Structured Data Extraction from Scientific Literature with Large Language Model

Xingbo Wang, Samantha L. Huey, Rui Sheng, Saurabh Mehta, Fei Wang

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL

Comments Preprint version of the paper accepted to Campbell Systematic Reviews. Code is available at https://github.com/xingbow/SciDaEx

Journal ref Campbell Systematic Reviews 21 (2025): 1-16