多模态大模型

Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine

Xiaoshuang Huang, Lingdong Shen, Jia Liu, Fangxin Shang, Hongxiang Li, Haifeng Huang, Yehui Yang

机构 * Baidu Inc.（百度公司） 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

Comments Accepted by AAAI2025

GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation

Jiafeng Xiong, Yuting Zhao

机构 * Department of Computer Science University of Manchester（曼彻斯特大学计算机科学系） ； Department of Advanced Information Technology Kyushu University（九州大学先进信息技术系） 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；cross-modal(abstract)；分类 cs.CL、cs.AI

Comments Accepted as an oral presentation at the EMNLP 2025 Workshop on Machine Translation (WMT)

MMReview: A Multidisciplinary and Multimodal Benchmark for LLM-Based Peer Review Automation

Xian Gao, Jiacheng Ruan, Zongyun Zhang, Jingsheng Gao, Ting Liu, Yuzhuo Fu

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；分类 cs.CL

Comments Work in progress

Dream2Image : An Open Multimodal EEG Dataset for Decoding and Visualizing Dreams with Artificial Intelligence

Yann Bellec

专题命中 多模态评测 ：multimodal(title,abstract)；分类 cs.AI

Comments 7 Pages, 3 Figures, The Dream2Image dataset is openly available on Hugging Face at: https://huggingface.co/datasets/opsecsystems/Dream2Image

Benchmarking Gaslighting Negation Attacks Against Multimodal Large Language Models

Bin Zhu, Yinxuan Gui, Huiyan Qi, Jingjing Chen, Chong-Wah Ngo, Ee-Peng Lim

机构 * Singapore Management University（新加坡管理大学） ； Fudan University（复旦大学） 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；分类 cs.CL

Comments Project website: https://yxg1005.github.io/GaslightingNegationAttacks/

Assist-As-Needed: Adaptive Multimodal Robotic Assistance for Medication Management in Dementia Care

Kruthika Gangaraju, Tanmayi Inaparthy, Jiaqi Yang, Yihao Zheng, Fengpei Yuan

机构 * Worcester Polytechnic Institute（沃斯特理工学院） 纠错

专题命中 多模态评测 ：multimodal(title,abstract)

Evaluating LLMs for Historical Document OCR: A Methodological Framework for Digital Humanities

Maria Levchenko

机构 * Italian Institute of Germanic Studies (IISG)（意大利德语研究学院） ； University of Bologna（博洛尼亚大学） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.CL、cs.AI

Comments The First Workshop on Natural Language Processing and Language Models for Digital Humanities (LM4DH 2025). RANLP 2025

GPT-5 Model Corrected GPT-4V's Chart Reading Errors, Not Prompting

Kaichun Yang, Jian Chen

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； The Ohio State University（俄亥俄州立大学） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.CL

A Total Variation Regularized Framework for Epilepsy-Related MRI Image Segmentation

Mehdi Rabiee, Sergio Greco, Reza Shahbazian, Irina Trubitsyna

机构 * Department of Computer Engineering, Modeling, Electronics and Systems (DIMES), University of Calabria, Rende 87036, Italy（计算机工程、建模、电子与系统系（DIMES），卡拉布里亚大学，Rende 87036，意大利） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.AI

SafeProtein: Red-Teaming Framework and Benchmark for Protein Foundation Models

Jigang Fan, Zhenghong Zhou, Ruofan Jin, Le Cong, Mengdi Wang, Zaixi Zhang

机构 * Peking University（北京大学） ； Stanford University（斯坦福大学） ； Princeton University（普林斯顿大学） ； Shanghai Jiao Tong University（上海交通大学） ； Zhejiang University（浙江大学） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.AI

MarkushGrapher: Joint Visual and Textual Recognition of Markush Structures

Lucas Morin, Valéry Weber, Ahmed Nassar, Gerhard Ingmar Meijer, Luc Van Gool, Yawei Li, Peter Staar

专题命中 多模态评测 ：multi-modal(abstract)；分类 cs.CV

MoRE-GNN: Multi-omics Data Integration with a Heterogeneous Graph Autoencoder

Zhiyu Wang, Sonia Koszut, Pietro Liò, Francesco Ceccarelli

机构 * University of Cambridge（剑桥大学） 纠错

专题命中 多模态评测 ：cross-modal(abstract)；分类 cs.AI

Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation

Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi

专题命中 多模态评测 ：multi-modal(abstract)

Comments I have changed the methodology because of some technical errors in this version

GeoJSEval: An Automated Evaluation Framework for Large Language Models on JavaScript-Based Geospatial Computation and Visualization Code Generation

Guanyu Chen, Haoyue Jiao, Shuyang Hou, Ziqi Liu, Lutong Xie, Shaowen Wu, Huayi Wu, Xuefeng Guan, Zhipeng Gui

专题命中 多模态评测 ：multimodal(abstract)

Journal ref 2025