语言大模型 / LLM

Measuring Large Language Models Dependency: Validating the Arabic Version of the LLM-D12 Scale

Sameha AlShakhsi, Ala Yankouskaya, Magnus Liebherr, Raian Ali

专题命中 领域大模型 ：LLM(title,abstract)；large language model(title,abstract)；language model(title,abstract)

Unraveling the cognitive patterns of Large Language Models through module communities

Kushal Raj Bhandari, Pin-Yu Chen, Jianxi Gao

机构 * Department of Computer Science Rensselaer Polytechnic Institute（计算机科学系伦塞拉尔理工大学） ； IBM Research（IBM研究院） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；foundation model(abstract)

Cognitive Decision Routing in Large Language Models: When to Think Fast, When to Think Slow

Y. Du, C. Guo, W. Wang, G. Tang

机构 * Independent Researchers（独立研究者） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 6 pages

Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation

Kristine Ann M. Carandang, Jasper Meynard P. Araña, Ethan Robert A. Casin, Christopher P. Monterola, Daniel Stanley Y. Tan, Jesus Felix B. Valenzuela, Christian M. Alis

机构 * Analytics, Computing & Complex Systems Laboratory（分析、计算与复杂系统实验室） ； Asian Institute of Management（亚洲管理学院） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Chinese Court Simulation with LLM-Based Agent System

Kaiyuan Zhang, Jiaqi Li, Yueyue Wu, Haitao Li, Cheng Luo, Shaokun Zou, Yujia Zhou, Weihang Su, Qingyao Ai, Yiqun Liu

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation

Yuhao Wang, Yichao Wang, Zichuan Fu, Xiangyang Li, Xiangyu Zhao, Huifeng Guo, Ruiming Tang

机构 * City University of Hong Kong（香港城市大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments CIKM 2024 Full Research Paper

Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models

Xiaojie Yin, Qilong Wang, Qinghua Hu

机构 * Tianjin University（天津大学） 纠错

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；prompting(abstract)

FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing

Gaoxiang Cong, Liang Li, Jiadong Pan, Zhedong Zhang, Amin Beheshti, Anton van den Hengel, Yuankai Qi, Qingming Huang

机构 * Institute of Computing Technology, Chinese Academy of Sciences \& University of Chinese Academy of Sciences Beijing China ； Institute of Computing Technology, Chinese Academy of Sciences Beijing China ； Hangzhou Dianzi University Hangzhou China ； Macquarie University Sydney Australia ； University of Adelaide Adelaide Australia ； University of Chinese Academy of Sciences Beijing China ； Institute of Computing Technology, Chinese Academy of Sciences \& University of Chinese Academy of Sciences ； Institute of Computing Technology, Chinese Academy of Sciences ； Hangzhou Dianzi University ； Macquarie University ； University of Adelaide ； University of Chinese Academy of Sciences 纠错

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Intern-S1: A Scientific Multimodal Foundation Model

Lei Bai, Zhongrui Cai, Yuhang Cao, Maosong Cao, Weihan Cao, Chiyu Chen, Haojiong Chen, Kai Chen, Pengcheng Chen, Ying Chen, Yongkang Chen, Yu Cheng, Pei Chu, Tao Chu, Erfei Cui, Ganqu Cui, Long Cui, Ziyun Cui, Nianchen Deng, Ning Ding, Nanqing Dong, Peijie Dong, Shihan Dou, Sinan Du, Haodong Duan, Caihua Fan, Ben Gao, Changjiang Gao, Jianfei Gao, Songyang Gao, Yang Gao, Zhangwei Gao, Jiaye Ge, Qiming Ge, Lixin Gu, Yuzhe Gu, Aijia Guo, Qipeng Guo, Xu Guo, Conghui He, Junjun He, Yili Hong, Siyuan Hou, Caiyu Hu, Hanglei Hu, Jucheng Hu, Ming Hu, Zhouqi Hua, Haian Huang, Junhao Huang, Xu Huang, Zixian Huang, Zhe Jiang, Lingkai Kong, Linyang Li, Peiji Li, Pengze Li, Shuaibin Li, Tianbin Li, Wei Li, Yuqiang Li, Dahua Lin, Junyao Lin, Tianyi Lin, Zhishan Lin, Hongwei Liu, Jiangning Liu, Jiyao Liu, Junnan Liu, Kai Liu, Kaiwen Liu, Kuikun Liu, Shichun Liu, Shudong Liu, Wei Liu, Xinyao Liu, Yuhong Liu, Zhan Liu, Yinquan Lu, Haijun Lv, Hongxia Lv, Huijie Lv, Qitan Lv, Ying Lv, Chengqi Lyu, Chenglong Ma, Jianpeng Ma, Ren Ma, Runmin Ma, Runyuan Ma, Xinzhu Ma, Yichuan Ma, Zihan Ma, Sixuan Mi, Junzhi Ning, Wenchang Ning, Xinle Pang, Jiahui Peng, Runyu Peng, Yu Qiao, Jiantao Qiu, Xiaoye Qu, Yuan Qu, Yuchen Ren, Fukai Shang, Wenqi Shao, Junhao Shen, Shuaike Shen, Chunfeng Song, Demin Song, Diping Song, Chenlin Su, Weijie Su, Weigao Sun, Yu Sun, Qian Tan, Cheng Tang, Huanze Tang, Kexian Tang, Shixiang Tang, Jian Tong, Aoran Wang, Bin Wang, Dong Wang, Lintao Wang, Rui Wang, Weiyun Wang, Wenhai Wang, Jiaqi Wang, Yi Wang, Ziyi Wang, Ling-I Wu, Wen Wu, Yue Wu, Zijian Wu, Linchen Xiao, Shuhao Xing, Chao Xu, Huihui Xu, Jun Xu, Ruiliang Xu, Wanghan Xu, GanLin Yang, Yuming Yang, Haochen Ye, Jin Ye, Shenglong Ye, Jia Yu, Jiashuo Yu, Jing Yu, Fei Yuan, Yuhang Zang, Bo Zhang, Chao Zhang, Chen Zhang, Hongjie Zhang, Jin Zhang, Qiaosheng Zhang, Qiuyinzhe Zhang, Songyang Zhang, Taolin Zhang, Wenlong Zhang, Wenwei Zhang, Yechen Zhang, Ziyang Zhang, Haiteng Zhao, Qian Zhao, Xiangyu Zhao, Xiangyu Zhao, Bowen Zhou, Dongzhan Zhou, Peiheng Zhou, Yuhao Zhou, Yunhua Zhou, Dongsheng Zhu, Lin Zhu, Yicheng Zou

机构 * Intern-S1 Team（Intern-S1团队） 纠错

专题命中 领域大模型 ：foundation model(title,abstract)；post-training(abstract)；分类 cs.CL、cs.LG

TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis

Feng Tian, Flora D. Salim, Hao Xue

机构 * The University of New South Wales（新南威尔士大学） ； University of New South Wales（新南威尔士大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；post-training(abstract)

The AI Data Scientist

Farkhad Akimov, Munachiso Samuel Nwadike, Zangir Iklassov, Martin Takáč

机构 * Department of Machine Learning, MBZUAI, Abu Dhabi, UAE（机器学习系，MBZUAI，阿布扎比，阿联酋） ； Department of Natural Language Processing, MBZUAI, Abu Dhabi, UAE（自然语言处理系，MBZUAI，阿布扎比，阿联酋） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

SCP-116K: A High-Quality Problem-Solution Dataset and a Generalized Pipeline for Automated Extraction in the Higher Education Science Domain

Dakuan Lu, Xiaoyu Tan, Rui Xu, Tianchu Yao, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi

机构 * INFLY TECH (Shanghai) Co., Ltd.（INFLY科技（上海）有限公司） ； Fudan University（复旦大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 9 pages, 1 figures

SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph

Julio C. Rangel, Tarcisio Mendes de Farias, Ana Claudia Sima, Norio Kobayashi

机构 * Department of Ecology and Evolution, University of Lausanne, Switzerland（生态与进化系，洛桑大学，瑞士） ； SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland（瑞士生物信息学研究所，洛桑，瑞士） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments To appear in Proceedings of SWAT4HCLS 2024: Semantic Web Tools and Applications for Healthcare and Life Sciences

Journal ref SWAT4HCLS 2024, https://ceur-ws.org/Vol-3890/paper-4.pdf

Pixel Perfect MegaMed: A Megapixel-Scale Vision-Language Foundation Model for Generating High Resolution Medical Images

Zahra TehraniNasab, Hujun Ni, Amar Kumar, Tal Arbel

机构 * McGill University（麦吉尔大学） ； MILA-Quebec AI Institute（魁北克AI研究所） 纠错

专题命中 领域大模型 ：foundation model(title,abstract)

Talking to Robots: A Practical Examination of Speech Foundation Models for HRI Applications

Theresa Pekarek Rosin, Julia Gachot, Henri-Leon Kordt, Matthias Kerzel, Stefan Wermter

机构 * Knowledge Technology, Department of Informatics, University of Hamburg（知识技术，信息学院，汉堡大学） 纠错

专题命中 领域大模型 ：foundation model(title,comments)；分类 cs.CL、cs.AI

Comments Accepted at the workshop on Foundation Models for Social Robotics (FoMoSR) at ICSR 2025

CLAP: Coreference-Linked Augmentation for Passage Retrieval

Huanwei Xu, Lin Xu, Liang Yuan

机构 * School of Computer and Mathematical Sciences, The University of Adelaide（计算机与数学科学学院，阿德莱德大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments This paper has been accepted by CIKM 2025

An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems

Fangqiao Tian, An Luo, Jin Du, Xun Xian, Robert Specht, Ganghua Wang, Xuan Bi, Jiawei Zhou, Ashish Kundu, Jayanth Srinivasa, Charles Fleming, Rui Zhang, Zirui Liu, Mingyi Hong, Jie Ding

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Corrected references

EMPOWER: Evolutionary Medical Prompt Optimization With Reinforcement Learning

Yinda Chen, Yangfan He, Jing Yang, Dapeng Zhang, Zhenlong Yuan, Muhammad Attique Khan, Jamel Baili, Por Lip Yee

机构 * MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China（脑启发智能感知与认知国家重点实验室，中国科学技术大学） ； Department of Computer Science, University of Minnesota-Twin Cities（计算机科学系，明尼苏达大学双城分校） ； Center of Research for Cyber Security and Network (CSNET), Faculty of Computer Science and Information Technology, Universiti Malaya（网络安全与网络研究中心（CSNET），马来亚大学计算机科学与信息技术学院） ； DSLAB, School of Information Science & Engineering, Lanzhou University（信息科学与工程学院，兰州大学） ； Institute of Computing Technology, Chinese Academy of Sciences（计算技术研究所，中国科学院） ； Department of AI, Prince Mohammad bin Fahd University（人工智能系，普林姆·法赫德大学） ； Department of Computer Engineering, College of Computer Science, King Khalid University（计算机工程系，国王·卡利德大学） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation

Yejin Choi, Jaewoo Park, Janghan Yoon, Saejin Kim, Jaehyun Jeon, Youngjae Yu

机构 * Yonsei University（延世大学） ； Seoul National University（首尔国立大学） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment

Shengchao Liu, Xiaoming Liu, Chengzhengxu Li, Zhaohan Zhang, Guoxin Ma, Yu Lan, Shuai Xiao

机构 * Faculty of Electronic and Information Engineering, Xi’an Jiaotong University（电子与信息工程学院，西安交通大学） ； Queen Mary University of London（伦敦大学玛丽女王学院） ； Alibaba（阿里巴巴） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy

Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa RYu

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 34 pages, 6 figures, 1 table

AI-Powered Legal Intelligence System Architecture: A Comprehensive Framework for Automated Legal Consultation and Analysis

Sean Kalaycioglu, Bob Liu, Colin Hong, Haipeng Xie

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments 14 pages, 6 figures and 2 tables

Passive Hack-Back Strategies for Cyber Attribution: Covert Vectors in Denied Environment

Abraham Itzhak Weinberg

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Hierarchical Vision-Language Learning for Medical Out-of-Distribution Detection

Runhe Lai, Xinhua Lu, Kanghao Chen, Qichao Chen, Wei-Shi Zheng, Ruixuan Wang

机构 * Peng Cheng Laboratory（鹏城实验室） ； Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； University of Nottingham Malaysia（诺丁汉大学（马来西亚）） ； Key Laboratory of Machine Intelligence and Advanced Computing, MOE（机器智能与高级计算重点实验室） 纠错

专题命中 领域大模型 ：language model(abstract)；分类 cs.AI

Comments 10 pages, 2 figures, Accepted by MICCAI2025

Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding

Ta Duc Huy, Duy Anh Huynh, Yutong Xie, Yuankai Qi, Qi Chen, Phi Le Nguyen, Sen Kim Tran, Son Lam Phung, Anton van den Hengel, Zhibin Liao, Minh-Son To, Johan W. Verjans, Vu Minh Hieu Phan

机构 * Australian Institute for Machine Learning, University of Adelaide（澳大利亚机器学习研究所，阿德莱德大学） ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； Macquarie University（麦考瑞大学） ； Hanoi University of Science and Technology（河内科学技术大学） ； University of Wollongong（沃林根大学） ； Flinders University（弗林德斯大学） 纠错

专题命中 领域大模型 ：prompting(abstract)；分类 cs.AI

Comments Accepted at ICCV 2025 (Highlight)