语言大模型 / LLM

CoCoTen: Detecting Adversarial Inputs to Large Language Models through Latent Space Features of Contextual Co-occurrence Tensors

Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis

机构 * University of California, Riverside（加州大学河滨分校） 纠错

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

MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training

Yang Luo, Zangwei Zheng, Ziheng Qin, Zirui Zhu, Yong Liu, Yang You

机构 * School of Computing, National University of Singapore, Singapore（新加坡国立大学计算机学院） 纠错

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

Comments ICML 2025

Athena: Intermediate Representations for Iterative Scaffolded App Generation with an LLM

Jazbo Beason, Ruijia Cheng, Eldon Schoop, Jeffrey Nichols

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

AI Propaganda factories with language models

Lukasz Olejnik

机构 * Department of War Studies（战争研究系） ； King's College London（伦敦国王学院） 纠错

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

Poison Once, Refuse Forever: Weaponizing Alignment for Injecting Bias in LLMs

Md Abdullah Al Mamun, Ihsen Alouani, Nael Abu-Ghazaleh

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

MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement

Jaehyun Nam, Jinsung Yoon, Jiefeng Chen, Jinwoo Shin, Sercan Ö. Arık, Tomas Pfister

机构 * Google Cloud（谷歌云） ； KAIST（韩国科学技术院） 纠错

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

CogNav: Cognitive Process Modeling for Object Goal Navigation with LLMs

Yihan Cao, Jiazhao Zhang, Zhinan Yu, Shuzhen Liu, Zheng Qin, Qin Zou, Bo Du, Kai Xu

机构 * College of Computer Science and Technology, National University of Defense Technology（计算机科学与技术学院，国防科技大学） ； CFCS, School of Computer Science, Peking University（计算机科学系，北京大学） ； Defense Innovation Institute, Academy of Military Sciences（国防科技创新研究院，军事科学院） ； School of Computer Science, Wuhan University（计算机科学学院，武汉大学） 纠错

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

Schema-Guided Response Generation using Multi-Frame Dialogue State for Motivational Interviewing Systems

Jie Zeng, Yukiko I. Nakano

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

Comments 28pages, 15 figures, 10 tables

Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

Wenzhuo Xu, Zhipeng Wei, Xiongtao Sun, Zonghao Ying, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Quanchen Zou

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

Image-guided topic modeling for interpretable privacy classification

Alina Elena Baia, Andrea Cavallaro

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

Comments Paper accepted at the eXCV Workshop at ECCV 2024. Supplementary material included. Code available at https://github.com/idiap/itm

T-Stars-Poster: A Framework for Product-Centric Advertising Image Design

Hongyu Chen, Min Zhou, Jing Jiang, Jiale Chen, Yang Lu, Zihang Lin, Bo Xiao, Tiezheng Ge, Bo Zheng

机构 * Alibaba Group（阿里巴巴集团） ； Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

专题命中 其他LLM ：language model(abstract)

Comments Accepted by CIKM 2025