语言大模型 / LLM

SPADE: A Large Language Model Framework for Soil Moisture Pattern Recognition and Anomaly Detection in Precision Agriculture

Yeonju Lee, Rui Qi Chen, Joseph Oboamah, Po Nien Su, Wei-zhen Liang, Yeyin Shi, Lu Gan, Yongsheng Chen, Xin Qiao, Jing Li

机构 * organization= H. Milton Stewart School of Industrial ； Systems Engineering, Georgia Institute of Technology , city= Atlanta , state= GA , country= USA ； organization= Panhandle Research ； Extension Center, University of Nebraska-Lincoln , city= Scottsbluff , state= NE , country= USA ； organization= Department of Computer Science ； Engineering, University of Nebraska-Lincoln , city= Lincoln , state= NE , country= USA ； organization= Department of Biological Systems Engineering, University of Nebraska-Lincoln , city= Lincoln , state= NE , country= USA ； organization= Institute for Robotics ； Intelligent Machines, Georgia Institute of Technology , city= Atlanta , state= GA , country= USA ； organization= School of Civil \& Environmental Engineering, Georgia Institute of Technology, Georgia Institute of Technology , city= Atlanta , state= GA , country= USA 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

From Parameters to Performance: A Data-Driven Study on LLM Structure and Development

Suqing Wang, Zuchao Li, Luohe Shi, Bo Du, Hai Zhao, Yun Li, Qianren Wang

机构 * School of Artificial Intelligence, Wuhan University（武汉大学人工智能学院） ； School of Computer Science, Wuhan University（武汉大学计算机学院） ； School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机学院） ； Cognitive AI Lab, Shanghai Huawei Technologies, China（上海华为技术有限公司认知人工智能实验室） 纠错

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Accepted by EMNLP 2025

Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow

Jianfei Zhao, Feng Zhang, Xin Sun, Chong Feng

机构 * School of Computer Science and Technology, Beijing Institute of Technology（计算机科学与技术学院，北京理工大学） ； Zhongguancun Academy（中关村学院） ； Southeast Academy of Information Technology, Beijing Institute of Technology（信息技术东南学院，北京理工大学） 纠错

专题命中 知识编辑与模型理解 ：language model(title,abstract)

Comments Accepted to Findings of EMNLP 2025

Anecdoctoring: Automated Red-Teaming Across Language and Place

Alejandro Cuevas, Saloni Dash, Bharat Kumar Nayak, Dan Vann, Madeleine I. G. Daepp

机构 * Carnegie Mellon University（卡内基梅隆大学） ； University of Washington（华盛顿大学） ； Microsoft Research（微软研究院） ； Independent Researcher（独立研究者） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments To be published in EMNLP 2025

PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality

Byeongho Yu, Changhun Lee, Jungyu Jin, Eunhyeok Park

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments accepted at EMNLP 2025 Main Conference

Explainable Graph Neural Networks: Understanding Brain Connectivity and Biomarkers in Dementia

Niharika Tewari, Nguyen Linh Dan Le, Mujie Liu, Jing Ren, Ziqi Xu, Tabinda Sarwar, Veeky Baths, Feng Xia

机构 * School of Computing Technologies RMIT University Melbourne VIC Australia ； Department of Biological Sciences ； Department of Computer Science \& Information Systems Birla Institute of Technology ； Institute of Innovation, Science ； Sustainability Federation University Australia Ballarat VIC Australia ； RMIT University ； Birla Institute of Technology ； Federation University Australia 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

An overview of neural architectures for self-supervised audio representation learning from masked spectrograms

Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan

机构 * Department of Electronic Systems, Aalborg University（电子系统系，奥尔堡大学） ； Pioneer Centre for Artificial Intelligence（人工智能先锋中心） ； National and Kapodistrian University of Athens（雅典国家与卡波蒂斯坦大学） 纠错

专题命中 知识编辑与模型理解 ：foundation model(abstract)；分类 cs.AI