语言大模型 / LLM

T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation

Chieh-Yun Chen, Min Shi, Gong Zhang, Humphrey Shi

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments ICCV 2025

ZSE-Cap: A Zero-Shot Ensemble for Image Retrieval and Prompt-Guided Captioning

Duc-Tai Dinh, Duc Anh Khoa Dinh

机构 * University of Science, VNU-HCM（越南国家大学科学学院） 纠错

专题命中 其他LLM ：foundation model(abstract)；prompting(abstract)；分类 cs.CL

MGHFT: Multi-Granularity Hierarchical Fusion Transformer for Cross-Modal Sticker Emotion Recognition

Jian Chen, Yuxuan Hu, Haifeng Lu, Wei Wang, Min Yang, Chengming Li, Xiping Hu

机构 * Shenzhen MSU-BIT University（深圳MSU-BIT大学） ； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted by ACMMM2025

Advancing biomolecular understanding and design following human instructions

Xiang Zhuang, Keyan Ding, Tianwen Lyu, Yinuo Jiang, Xiaotong Li, Zhuoyi Xiang, Zeyuan Wang, Ming Qin, Kehua Feng, Jike Wang, Qiang Zhang, Huajun Chen

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL

Journal ref Nature Machine Intelligence volume 7, pages1154-1167 (2025)

GenAI for Automotive Software Development: From Requirements to Wheels

Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Krzysztof Lebioda, Andre Schamschurko, Alois Knoll

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

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

DesignLab: Designing Slides Through Iterative Detection and Correction

Jooyeol Yun, Heng Wang, Yotaro Shimose, Jaegul Choo, Shingo Takamatsu

机构 * Sony Group Corporation（索尼集团公司） ； Korea Advanced Institute of Science and Technology (KAIST)（韩国科学技术院） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments https://yeolj00.github.io/personal-projects/designlab

HySafe-AI: Hybrid Safety Architectural Analysis Framework for AI Systems: A Case Study

Mandar Pitale, Jelena Frtunikj, Abhinaw Priyadershi, Vasu Singh, Maria Spence

机构 * Nvidia Corporation（英伟达公司） ； Nvidia GmbH（英伟达德国公司） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 7 pages

Custom Algorithm-based Fault Tolerance for Attention Layers in Transformers

Vasileios Titopoulos, Kosmas Alexandridis, Giorgos Dimitrakopoulos

机构 * Integrated Circuits Lab, Electrical ； Computer Engineering, Democritus University of Thrace, Xanthi, Greece 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments IEEE International System-on-Chip Conference (IEEE SOCC 2025)

Aligning AI with Public Values: Deliberation and Decision-Making for Governing Multimodal LLMs in Political Video Analysis

Tanusree Sharma, Yujin Potter, Zachary Kilhoffer, Yun Huang, Dawn Song, Yang Wang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models

Yijing Lin, Mengqi Huang, Shuhan Zhuang, Zhendong Mao

机构 * University of Science and Technology of China（中国科学技术大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Decision support system for Forest fire management using Ontology with Big Data and LLMs

Ritesh Chandra, Shashi Shekhar Kumar, Rushil Patra, Sonali Agarwal

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted

Journal ref Cluster Computing /2025

Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots

Sarah E. Finch, Ellie S. Paek, Ikseon Choi, Jinho D. Choi

机构 * School of Nursing, Emory University（埃默里大学护理学院） ； Department of Computer Science, Emory University（埃默里大学计算机科学系） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted to ACL 2025

Bridging the Gap: Leveraging Retrieval-Augmented Generation to Better Understand Public Concerns about Vaccines

Muhammad Javed, Sedigh Khademi Habibabadi, Christopher Palmer, Hazel Clothier, Jim Buttery, Gerardo Luis Dimaguila

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG

Learning Robust Negation Text Representations

Thinh Hung Truong, Karin Verspoor, Trevor Cohn, Timothy Baldwin

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL

DatasetAgent: A Novel Multi-Agent System for Auto-Constructing Datasets from Real-World Images

Haoran Sun, Haoyu Bian, Shaoning Zeng, Yunbo Rao, Xu Xu, Lin Mei, Jianping Gou

机构 * Yangtze Delta Region Institute (Huzhou), University of Electronic and Science Technology of China（长江三角洲地区研究院（湖州），电子科技大学） ； School of Information and Software Engineering, University of Electronic and Science Technology of China（电子科技大学信息与软件工程学院） ； Zhejiang Chuangjiekedong Ltd., Huzhou, Zhejiang, China（浙江创杰科技有限公司） ； DongHai Laboratory, Zhoushan, Zhejiang, China（东海实验室） ； College of Computer and Information Science, Southwest University（西南大学计算机与信息科学学院） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Good/Evil Reputation Judgment of Celebrities by LLMs via Retrieval Augmented Generation

Rikuto Tsuchida, Hibiki Yokoyama, Takehito Utsuro

机构 * Grad. Sch. Sci.&Tech., University of Tsukuba（大学理工学院） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL

Assessing the Ability of ChatGPT to Screen Articles for Systematic Reviews

Eugene Syriani, Istvan David, Gauransh Kumar

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL

Hungary and AI: efforts and opportunities in comparison with Singapore

András Ferenczy

机构 * Leadership Academy Mathias Corvinus Collegium（马蒂亚斯·科维纽学院领导力学院） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 39 pages

Transformers Simulate MLE for Sequence Generation in Bayesian Networks

Yuan Cao, Yihan He, Dennis Wu, Hong-Yu Chen, Jianqing Fan, Han Liu

机构 * The University of Hong Kong（香港大学） ； Princeton University（普林斯顿大学） ； Northwestern University（西北大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments 51 pages, 17 figures, 5 tables

LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements

Victoria Basmov, Yoav Goldberg, Reut Tsarfaty

机构 * Bar-Ilan University（巴伊兰大学） ； Allen Institute for Artificial Intelligence（人工智能艾伦研究所） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL

Helping CLIP See Both the Forest and the Trees: A Decomposition and Description Approach

Leyan Xue, Zongbo Han, Guangyu Wang, Qinghua Hu, Mingyue Cheng, Changqing Zhang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Modeling Gene Expression Distributional Shifts for Unseen Genetic Perturbations

Kalyan Ramakrishnan, Jonathan G. Hedley, Sisi Qu, Puneet K. Dokania, Philip H. S. Torr, Cesar A. Prada-Medina, Julien Fauqueur, Kaspar Martens

机构 * University of Oxford（牛津大学） ； Novo Nordisk（诺华诺和） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG

Enhancing Sports Strategy with Video Analytics and Data Mining: Assessing the effectiveness of Multimodal LLMs in tennis video analysis

Charlton Teo

机构 * Department of Computer Science（计算机科学系） ； School of Computing（计算学院） ； National University of Singapore（新加坡国立大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments B.Comp. dissertation

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting

Zhihao Wang, Alessandro Cornacchia, Franco Galante, Carlo Centofanti, Alessio Sacco, Dingde Jiang

机构 * University of L’Aquila（拉奎拉大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted at ACM SIGCOMM 1st Workshop on Next-Generation Network Observability (NGNO), 2025

yProv4ML: Effortless Provenance Tracking for Machine Learning Systems

Gabriele Padovani, Valentine Anantharaj, Sandro Fiore

机构 * University of Trento（特伦托大学） ； Oak Ridge National Laboratory（橡树岭国家实验室） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG

Perceiving Beyond Language Priors: Enhancing Visual Comprehension and Attention in Multimodal Models

Aarti Ghatkesar, Ganesh Venkatesh

机构 * AppliedML, Cerebras（应用机器学习，Cerebras） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Teaching Programming in the Age of Generative AI: Insights from Literature, Pedagogical Proposals, and Student Perspectives

Clemente Rubio-Manzano, Jazna Meza, Rodolfo Fernandez-Santibanez, Christian Vidal-Castro

机构 * Departamento de Sistemas de Información - Universidad del Bío-Bío（信息系统系 - 生物-生物大学） ； Escuela de Informática y Telecomunicaciones - DuocUC（信息与电信工程学院 - DuocUC） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives

Sixun Dong, Wei Fan, Teresa Wu, Yanjie Fu

机构 * Arizona State University（亚利桑那州立大学） ； University of Oxford（牛津大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments Code: https://github.com/Ironieser/TimesCLIP

Trust & Safety of LLMs and LLMs in Trust & Safety

Doohee You, Dan Chon

机构 * Google（谷歌） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 11 pages

Any-Order GPT as Masked Diffusion Model: Decoupling Formulation and Architecture

Shuchen Xue, Tianyu Xie, Tianyang Hu, Zijin Feng, Jiacheng Sun, Kenji Kawaguchi, Zhenguo Li, Zhi-Ming Ma

机构 * University of Chinese Academy of Sciences（中国科学院大学） ； Academy of Mathematics and Systems Science, Chinese Academy of Sciences（中国科学院数学与系统科学研究院） ； School of Mathematical Sciences, Peking University（北京大学数学科学学院） ； National University of Singapore（新加坡国立大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG