Schema-Adaptive Tabular Representation Learning with LLMs for Generalizable Multimodal Clinical Reasoning
基于LLM的Schema自适应表格表示学习用于通用多模态临床推理
Hongxi Mao, Wei Zhou, Mengting Jia, Tao Fang, Huan Gao, Bin Zhang, Shangyang Li
机构
*
Beijing University of Posts and Telecommunications(北京邮电大学)
;
Boston University(波士顿大学)
;
University of Southern California(南加州大学)
;
GDIIST
;
Renyixun Health Technology Co., Ltd.(仁心迅健康科技有限公司)
专题命中
知识编辑与模型理解
:LLM(title_cn,summary_cn);large language model(abstract);language model(abstract);分类 cs.AI、cs.LG
机构
*
The University of Hong Kong(香港大学)
;
Fudan University(复旦大学)
;
LMU Munich(慕尼黑大学)
;
Tsinghua University(清华大学)
;
Technische Universität Darmstadt(达姆施塔特技术大学)
;
Technische Universität Berlin(柏林技术大学)
;
Technische Universität Dresden(德累斯顿技术大学)
;
The Chinese University of Hong Kong(香港中文大学)
;
University of Pennsylvania(宾夕法尼亚大学)
;
Nanjing University(南京大学)
;
University of Manchester(曼彻斯特大学)
;
Dartmouth College(达特茅斯学院)
;
University of California Los Angeles(加州大学洛杉矶分校)
;
University of Michigan(密歇根大学)
;
Microsoft(微软)
;
Tencent(腾讯)
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.CL
KoCo: Conditioning Language Model Pre-training on Knowledge Coordinates
KoCo:基于知识坐标的语言模型预训练
Yudong Li, Jiawei Cai, Linlin Shen
机构
*
School of Computer Science and Software Engineering, Shenzhen University(深圳大学计算机科学与软件工程学院)
;
Department of Electrical Engineering, Tsinghua University(清华大学电子工程系)
;
School of Artificial Intelligence, Shenzhen University(深圳大学人工智能学院)
;
Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen University(广东省智能信息处理重点实验室)
专题命中
知识编辑与模型理解
:language model(title,abstract);LLM(abstract,abstract_cn);large language model(abstract);分类 cs.CL
Nationality encoding in language model hidden states: Probing culturally differentiated representations in persona-conditioned academic text
语言模型隐藏状态中的国籍编码:探究基于人格条件的学术文本中的文化差异表示
Paul Jackson, Ruizhe Li, Elspeth Edelstein
机构
*
Language Centre, School of Language, Literature, Music and Visual Culture, University of Aberdeen(语言中心,语言文学音乐与视觉文化学院,阿伯丁大学)
;
School of Natural and Computing Sciences, University of Aberdeen(自然与计算科学学院,阿伯丁大学)
;
School of Language, Literature, Music and Visual Culture, University of Aberdeen(语言文学音乐与视觉文化学院,阿伯丁大学)
专题命中
知识编辑与模型理解
:language model(title,abstract);large language model(abstract);分类 cs.CL
SCRIPT: A Subcharacter Compositional Representation Injection Module for Korean Pre-Trained Language Models
SCRIPT: 一种用于韩语预训练语言模型的子字符组合表示注入模块
SungHo Kim, Juhyeong Park, Eda Atalay, SangKeun Lee
机构
*
Department of Artificial Intelligence, Korea University, Seoul, South Korea(人工智能系,韩国大学,首尔,韩国)
;
Department of Computer Science and Engineering, Korea University, Seoul, South Korea(计算机科学与工程系,韩国大学,首尔,韩国)
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation
Think Parallax: 通过多视图知识图谱基于检索增强生成解决多跳问题
Jinliang Liu, Jiale Bai, Shaoning Zeng
机构
*
Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China(长江三角洲地区研究院(湖州),电子科学与技术大学)
;
School of Information and Software Engineering, University of Electronic Science and Technology of China(信息与软件工程学院,电子科学与技术大学)
专题命中
知识编辑与模型理解
:LLM(abstract_cn);large language model(abstract);language model(abstract);分类 cs.CL、cs.AI
Representation geometry shapes task performance in vision-language modeling for CT enterography
表征几何形状任务性能在CT结肠镜视觉-语言建模中的作用
Cristian Minoccheri, Emily Wittrup, Kayvan Najarian, Ryan Stidham
机构
*
Gilbert S. Omenn Department of Computational Medicine and Bioinformatics(Gilbert S. Omenn 计算医学与生物信息学部门)
;
Department of Gastroenterology(消化内科部门)
;
Department of Emergency Medicine(急诊医学部门)
;
Department of Electrical Engineering and Computer Science(电气工程与计算机科学部门)
机构
*
Department of Electrical and Computer Engineering, Northeastern University(东北大学电气与计算机工程系)
;
Khoury College of Computer Science, Northeastern University(东北大学科赫里计算机科学学院)
专题命中
知识编辑与模型理解
:large language model(abstract);language model(abstract);分类 cs.AI
TimeMark: A Trustworthy Time Watermarking Framework for Exact Generation-Time Recovery from AIGC
TimeMark: 一种用于从AIGC中精确生成时间恢复的可信时间水印框架
Shangkun Che, Silin Du, Ge Gao
机构
*
Economics and Management School, Wuhan University(武汉大学经济管理学院)
;
School of Economics and Management, Tsinghua University(清华大学经济管理学院)
;
School of Business Administration, Southwestern University of Finance and Economics(西南财经大学商学院)
专题命中
知识编辑与模型理解
:large language model(abstract);language model(abstract);分类 cs.CL
机构
*
Tongji University(同济大学)
;
The Ohio State University(俄亥俄州立大学)
;
Georgia Institute of Technology(佐治亚理工学院)
;
Shandong Academy of Sciences(山东省科学院)
;
Macquarie University(麦考瑞大学)
专题命中
知识编辑与模型理解
:large language model(abstract);language model(abstract);分类 cs.AI