语言大模型 / LLM

EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles

Aakriti Agrawal, Mucong Ding, Zora Che, Chenghao Deng, Anirudh Satheesh, Bang An, Bayan Bruss, John Langford, Furong Huang

机构 * University of Maryland（马里兰大学） ； Capital One ； Microsoft（微软） 纠错

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

Comments superalignment, weak-to-strong generalization on unseen OOD task; formerly appeared as arXiv:2505.21959v1 which was uploaded as a new submission in error

Toward Scalable Video Narration: A Training-free Approach Using Multimodal Large Language Models

Tz-Ying Wu, Tahani Trigui, Sharath Nittur Sridhar, Anand Bodas, Subarna Tripathi

机构 * Intel（英特尔） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)

Comments Accepted to CVAM Workshop at ICCV 2025

Decoding Consumer Preferences Using Attention-Based Language Models

Joshua Foster, Fredrik Odegaard

专题命中 其他LLM ：language model(title,abstract)

Comments 25 pages

Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models

Shen Tan, Dong Zhou, Xiangyu Shao, Junqiao Wang, Guanghui Sun

机构 * Harbin Institute of Technology（哈尔滨工业大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments IJCAI 2025

Weak Links in LinkedIn: Enhancing Fake Profile Detection in the Age of LLMs

Apoorva Gulati, Rajesh Kumar, Vinti Agarwal, Aditya Sharma

机构 * BITS Pilani（比特理工学院） ； Bucknell University（巴克内尔大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments 10 pages, 3 figures, 1 table, accepted for publication at ASONAM 2025. https://sites.google.com/view/weaklinksinlinkedin/home

A Mathematical Theory of Discursive Networks

Juan B. Gutiérrez

机构 * Department of Mathematics, University of Texas at San Antonio（德克萨斯大学圣安东尼奥分校数学系） 纠错

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

Comments 42 pages, 4 figures, 4 tables, 3 algorithm, 61 references

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

ERMV: Editing 4D Robotic Multi-view images to enhance embodied agents

Chang Nie, Guangming Wang, Zhe Lie, Hesheng Wang

机构 * School of Automation and Intelligent Sensing, Shanghai Jiao Tong University and Key Laboratory of System Control and Information Processing, Ministry of Education of China（自动化与智能感知学院，上海交通大学；系统控制与信息处理重点实验室，中华人民共和国教育部） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Cautious Next Token Prediction

Yizhou Wang, Lingzhi Zhang, Yue Bai, Mang Tik Chiu, Zhengmian Hu, Mingyuan Zhang, Qihua Dong, Yu Yin, Sohrab Amirghodsi, Yun Fu

机构 * Northeastern University（东北大学） ； Adobe（Adobe公司） ； Case Western Reserve University（凯斯西储大学） 纠错

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

Comments ACL 2025

Unified Sparse-Matrix Representations for Diverse Neural Architectures

Yuzhou Zhu

机构 * Dalian University of Technology（大连理工大学） 纠错

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

Language Detection by Means of the Minkowski Norm: Identification Through Character Bigrams and Frequency Analysis

Paul-Andrei Pogăcean, Sanda-Maria Avram

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

Robot Operation of Home Appliances by Reading User Manuals

Jian Zhang, Hanbo Zhang, Anxing Xiao, David Hsu

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

From Scan to Action: Leveraging Realistic Scans for Embodied Scene Understanding

Anna-Maria Halacheva, Jan-Nico Zaech, Sombit Dey, Luc Van Gool, Danda Pani Paudel

机构 * INSAIT 纠错

专题命中 其他LLM ：LLM(abstract)

Comments Accepted at the OpenSUN3D Workshop, CVPR 2025. This workshop paper is not included in the official CVPR proceedings