语言大模型 / LLM

LLM Access Shield: Domain-Specific LLM Framework for Privacy Policy Compliance

Yu Wang, Cailing Cai, Zhihua Xiao, Peifung E. Lam

机构 * Hong Kong Applied Science and Technology Research Institute (ASTRI)（香港应用科学和技术研究院） 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

Diagnosing our datasets: How does my language model learn clinical information?

Furong Jia, David Sontag, Monica Agrawal

机构 * Duke University（杜克大学） ； MIT CSAIL（麻省理工学院计算机科学与人工智能实验室） 纠错

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

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System

Qinkai Yu, Mingyu Jin, Dong Shu, Chong Zhang, Lizhou Fan, Wenyue Hua, Suiyuan Zhu, Yanda Meng, Zhenting Wang, Mengnan Du, Yongfeng Zhang

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

Comments Accepted by ACL 2025 NLP4PosImpact Workshop

The Evolution of Alpha in Finance Harnessing Human Insight and LLM Agents

Mohammad Rubyet Islam

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

Hacking, The Lazy Way: LLM Augmented Pentesting

Dhruva Goyal, Sitaraman Subramanian, Aditya Peela, Nisha P. Shetty

机构 * BugBase Security（BugBase安全公司） ； MIT, Manipal University（MIT曼谷大学） 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 This work has been submitted to the IEEE for possible publication. Nisha P. Shetty has been added as an author as the new version includes work under her supervision, enhancing the research. Significant changes have been made in the methodology, survey, and introduction sections

LLMPot: Dynamically Configured LLM-based Honeypot for Industrial Protocol and Physical Process Emulation

Christoforos Vasilatos, Dunia J. Mahboobeh, Hithem Lamri, Manaar Alam, Michail Maniatakos

机构 * Center for Cyber Security, New York University Abu Dhabi（网络安全中心，纽约大学阿布扎克分校） 纠错

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

Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation

Yuhao Wang, Ruiyang Ren, Yucheng Wang, Wayne Xin Zhao, Jing Liu, Hua Wu, Haifeng Wang

机构 * GSAI, Renmin University of China（人工智能研究院，中国人民大学） ； Baidu Inc.（百度公司） 纠错

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

Comments SIGIR 2025

34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery

Yoel Zimmermann, Adib Bazgir, Alexander Al-Feghali, Mehrad Ansari, Joshua Bocarsly, L. Catherine Brinson, Yuan Chiang, Defne Circi, Min-Hsueh Chiu, Nathan Daelman, Matthew L. Evans, Abhijeet S. Gangan, Janine George, Hassan Harb, Ghazal Khalighinejad, Sartaaj Takrim Khan, Sascha Klawohn, Magdalena Lederbauer, Soroush Mahjoubi, Bernadette Mohr, Seyed Mohamad Moosavi, Aakash Naik, Aleyna Beste Ozhan, Dieter Plessers, Aritra Roy, Fabian Schöppach, Philippe Schwaller, Carla Terboven, Katharina Ueltzen, Yue Wu, Shang Zhu, Jan Janssen, Calvin Li, Ian Foster, Ben Blaiszik

机构 * ETH Zurich（苏黎世联邦理工学院） ； University of Missouri-Columbia（密苏里大学哥伦比亚分校） ； McGill University（麦吉尔大学） ； University of Houston（休斯顿大学） ； Duke University（杜克大学） ； University of California at Berkeley（加州大学伯克利分校） ； Lawrence Berkeley National Laboratory（伯克利国家实验室） ； University of Southern California（南加州大学） ； Humboldt University of Berlin（柏林洪堡大学） ； Université catholique de Louvain（列日天主大学） ； Matgenix SRL（Matgenix公司） ； University of California, Los Angeles（加州大学洛杉矶分校） ； Friedrich-Schiller-Universität Jena（耶拿弗里德里希-施莱尔大学） ； Federal Institute of Materials Research and Testing (BAM)（材料研究与测试联邦机构） ； Argonne National Laboratory（阿贡国家实验室） ； University of Toronto（多伦多大学） ； EPFL（洛桑联邦理工学院） ； Massachusetts Institute of Technology（麻省理工学院） ； University of Amsterdam（阿姆斯特丹大学） ； Acceleration（加速机构） 纠错

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

Comments arXiv admin note: substantial text overlap with arXiv:2411.15221. This paper is a refinement and analysis of the raw project submissions from arXiv:2411.15221

RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance

Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher

机构 * Technical University of Munich（慕尼黑技术大学） 纠错

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

Comments Accepted for publication at MIDL 2025

Preserving Privacy and Utility in LLM-Based Product Recommendations

Tina Khezresmaeilzadeh, Jiang Zhang, Dimitrios Andreadis, Konstantinos Psounis

机构 * University of Southern California（南加州大学） 纠错

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

LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News Recommendation

Beizhe Hu, Qiang Sheng, Juan Cao, Yang Li, Danding Wang

机构 * Media Synthesis and Forensics Lab, Institute of Computing Technology, Chinese Academy of Sciences（媒体合成与取证实验室，计算技术研究所，中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

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

Comments ACM SIGIR 2025 Full Paper

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach

Iizalaarab Elhaimeur, Nikos Chrisochoides

机构 * Center for Real-Time Computing（实时计算中心） ； Computer Science Department（计算机科学系） ； Old Dominion University（旧 Dominion 大学） 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

Analyzing 16,193 LLM Papers for Fun and Profits

Zhiqiu Xia, Lang Zhu, Bingzhe Li, Feng Chen, Qiannan Li, Chunhua Liao, Feiyi Wang, Hang Liu

机构 * Rutgers, The State University of New Jersey（新泽西州立大学拉特格斯分校） ； The University of Texas at Dallas（德克萨斯大学达拉斯分校） ； University of California, Davis（加州大学戴维斯分校） ； Lawrence Livermore National Laboratory（劳伦斯利弗莫尔国家实验室） ； Oak Ridge National Laboratory（橡树岭国家实验室） 纠错

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

LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study

Nishath Rajiv Ranasinghe, Shawn M. Jones, Michal Kucer, Ayan Biswas, Daniel O'Malley, Alexander Buschmann Most, Selma Liliane Wanna, Ajay Sreekumar

机构 * Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） ； School of Information, University of Arizona（信息学院，亚利桑那大学） 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 12 pages, 7 figures, 2 tables

SRPO: A Cross-Domain Implementation of Large-Scale Reinforcement Learning on LLM

Xiaojiang Zhang, Jinghui Wang, Zifei Cheng, Wenhao Zhuang, Zheng Lin, Minglei Zhang, Shaojie Wang, Yinghan Cui, Chao Wang, Junyi Peng, Shimiao Jiang, Shiqi Kuang, Shouyu Yin, Chaohang Wen, Haotian Zhang, Bin Chen, Bing Yu

机构 * Kuaishou Kwaipilot Team（快手Kwaipilot团队） ； HuggingFace 纠错

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

Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation

Mingwei Liu, Juntao Li, Ying Wang, Xueying Du, Zuoyu Ou, Qiuyuan Chen, Bingxu An, Zhao Wei, Yong Xu, Fangming Zou, Xin Peng, Yiling Lou

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

ControlNET: A Firewall for RAG-based LLM System

Hongwei Yao, Haoran Shi, Yidou Chen, Yixin Jiang, Cong Wang, Zhan Qin

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

Comments Project Page: https://ai.zjuicsr.cn/firewall

Improving LLM Interpretability and Performance via Guided Embedding Refinement for Sequential Recommendation

Nanshan Jia, Chenfei Yuan, Yuhang Wu, Zeyu Zheng

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

MedPromptX: Grounded Multimodal Prompting for Chest X-ray Diagnosis

Mai A. Shaaban, Adnan Khan, Mohammad Yaqub

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

Exploring Backdoor Attack and Defense for LLM-empowered Recommendations

Liangbo Ning, Wenqi Fan, Qing Li

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

Privacy Meets Explainability: Managing Confidential Data and Transparency Policies in LLM-Empowered Science

Yashothara Shanmugarasa, Shidong Pan, Ming Ding, Dehai Zhao, Thierry Rakotoarivelo

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

Comments 8 pages

Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation

Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, Yue Gao

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

More diverse more adaptive: Comprehensive Multi-task Learning for Improved LLM Domain Adaptation in E-commerce

Tong Piao, Pei Tang, Zhipeng Zhang, Jiaqi Li, Qiao Liu, Zufeng Wu

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

Comments Accepted by KDD workshop 2024

Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging

Siyuan Dai, Kai Ye, Guodong Liu, Haoteng Tang, Liang Zhan

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

Comments 21 pages, 4 figures, In Press by a journal

Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation

Liangbo Ning, Wenqi Fan, Qing Li

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

Enforcing Cybersecurity Constraints for LLM-driven Robot Agents for Online Transactions

Shraddha Pradipbhai Shah, Aditya Vilas Deshpande

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

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection

Mervat Abassy, Kareem Elozeiri, Alexander Aziz, Minh Ngoc Ta, Raj Vardhan Tomar, Bimarsha Adhikari, Saad El Dine Ahmed, Yuxia Wang, Osama Mohammed Afzal, Zhuohan Xie, Jonibek Mansurov, Ekaterina Artemova, Vladislav Mikhailov, Rui Xing, Jiahui Geng, Hasan Iqbal, Zain Muhammad Mujahid, Tarek Mahmoud, Akim Tsvigun, Alham Fikri Aji, Artem Shelmanov, Nizar Habash, Iryna Gurevych, Preslav Nakov

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

Media and responsible AI governance: a game-theoretic and LLM analysis

Nataliya Balabanova, Adeela Bashir, Paolo Bova, Alessio Buscemi, Theodor Cimpeanu, Henrique Correia da Fonseca, Alessandro Di Stefano, Manh Hong Duong, Elias Fernandez Domingos, Antonio Fernandes, The Anh Han, Marcus Krellner, Ndidi Bianca Ogbo, Simon T. Powers, Daniele Proverbio, Fernando P. Santos, Zia Ush Shamszaman, Zhao Song

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

LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification

Siyuan Wang, James R. Foulds, Md Osman Gani, Shimei Pan

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

Graph Foundation Models: Concepts, Opportunities and Challenges

Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi

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

Comments This is the author's version of the accepted paper (not the IEEE-published version). Citation information: DOI 10.1109/TPAMI.2025.3548729. For access to the final edited and published article, please follow the link provided: https://ieeexplore.ieee.org/document/10915556