语言大模型 / LLM

Predicting Microbial Ontology and Pathogen Risk from Environmental Metadata with Large Language Models

Hyunwoo Yoo, Gail L. Rosen

机构 * Department of Electrical and Computer Engineering, Drexel University, Philadelphia, United States（电气与计算机工程系，德雷塞尔大学，费城，美国） ； MODULABS, Seoul, Korea（MODULABS，首尔，韩国） 纠错

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

Beyond the Reported Cutoff: Where Large Language Models Fall Short on Financial Knowledge

Agam Shah, Liqin Ye, Sebastian Jaskowski, Wei Xu, Sudheer Chava

机构 * College of Computing & Scheller College of Business（计算学院与商学学院） ； Georgia Institute of Technology（佐治亚理工学院） 纠错

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

Comments Paper accepted at CoLM 2025

Policy Disruption in Reinforcement Learning:Adversarial Attack with Large Language Models and Critical State Identification

Junyong Jiang, Buwei Tian, Chenxing Xu, Songze Li, Lu Dong

机构 * School of Cyber Science and Engineering（网络科学与工程学院） 纠错

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

EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles

Aakriti Agrawal, Mucong Ding, Zora Che, Chenghao Deng, Anirudh Satheesh, Bang An, Bayan Bruss, John Langford, Furong Huang

机构 * University of Maryland（马里兰大学） ； Capital One ； Microsoft（微软） 纠错

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

Comments superalignment, weak-to-strong generalization on unseen OOD task; formerly appeared as arXiv:2505.21959v1 which was uploaded as a new submission in error

Assessing the Reliability of Large Language Models for Deductive Qualitative Coding: A Comparative Study of ChatGPT Interventions

Angjelin Hila, Elliott Hauser

机构 * School of Information, University of Texas, Austin（信息学院，德克萨斯大学奥斯汀分校） 纠错

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

Comments Extended version of paper accepted for presentation at the ASIS&T Annual Meeting 2025. 38 pages, 12 figures

IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models

Shaokun Zhang, Xiaobo Xia, Zhaoqing Wang, Ling-Hao Chen, Jiale Liu, Qingyun Wu, Tongliang Liu

机构 * Pennsylvania State University（宾夕法尼亚州立大学） ； The University of Sydney（悉尼大学） ； Tsinghua University（清华大学） ； Xidian University（西安电子科技大学） 纠错

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

Comments Accepted by ICLR 2024

Automating MD simulations for Proteins using Large language Models: NAMD-Agent

Achuth Chandrasekhar, Amir Barati Farimani

机构 * Materials Science and Engineering（材料科学与工程） ； Mechanical Engineering（机械工程） ； Biomedical Engineering（生物医学工程） ； Chemical Engineering（化学工程） ； Machine Learning Department（机器学习部门） 纠错

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

Comments 34 pages

Prompt-oriented Output of Culture-Specific Items in Translated African Poetry by Large Language Model: An Initial Multi-layered Tabular Review

Adeyola Opaluwah

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

Comments 24 pages, 4 tables. arXiv admin note: text overlap with arXiv:2406.03450, arXiv:2312.15304 by other authors

Using Large Language Models to Categorize Strategic Situations and Decipher Motivations Behind Human Behaviors

Yutong Xie, Qiaozhu Mei, Walter Yuan, Matthew O. Jackson

机构 * School of Information, University of Michigan（密歇根大学信息学院） ； MobLab ； Department of Economics, Stanford University（斯坦福大学经济系） ； Santa Fe Institute（圣菲研究所） 纠错

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

TigerLLM - A Family of Bangla Large Language Models

Nishat Raihan, Marcos Zampieri

机构 * George Mason University（乔治·马歇尔大学） 纠错

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

Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement

Xiaohua Wang, Zisu Huang, Feiran Zhang, Zhibo Xu, Cenyuan Zhang, Qi Qian, Xiaoqing Zheng, Xuanjing Huang

机构 * School of Computer Science, Fudan University, Shanghai, China（复旦大学计算机科学学院） 纠错

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

Leveraging Large Language Models for Information Verification -- an Engineering Approach

Nguyen Nang Hung, Nguyen Thanh Trong, Vuong Thanh Toan, Nguyen An Phuoc, Dao Minh Tu, Nguyen Manh Duc Tuan, Nguyen Dinh Mau

机构 * FPT Software（FPT软件） 纠错

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

Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models

Yanlin Wang, Tianyue Jiang, Mingwei Liu, Jiachi Chen, Mingzhi Mao, Xilin Liu, Yuchi Ma, Zibin Zheng

机构 * Sun Yat-sen University（中山大学） ； Huawei Cloud Computing Technologies（华为云计算技术） 纠错

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

Comments 13pages, 14 figures

Automatic Large Language Models Creation of Interactive Learning Lessons

Jionghao Lin, Jiarui Rao, Yiyang Zhao, Yuting Wang, Ashish Gurung, Amanda Barany, Jaclyn Ocumpaugh, Ryan S. Baker, Kenneth R. Koedinger

机构 * The University of Hong Kong（香港大学） ； Carnegie Mellon University（卡内基梅隆大学） ； Monash University（墨尔本大学） ； University of Pennsylvania（宾夕法尼亚大学） 纠错

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

Comments Full Research Paper, 15 pages, In Proceedings of 20th European Conference on Technology Enhanced Learning (ECTEL2025)

InfoFlood: Jailbreaking Large Language Models with Information Overload

Advait Yadav, Haibo Jin, Man Luo, Jun Zhuang, Haohan Wang

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

LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models

Xinxin Li, Huiyao Chen, Chengjun Liu, Jing Li, Meishan Zhang, Jun Yu, Min Zhang

机构 * Institute of Computing and Intelligence, Harbin Institute of Technology (Shenzhen)（计算与智能研究院，哈尔滨工业大学（深圳）） ； School of Electrical Engineering and Automation, Harbin Institute of Technology（电气工程与自动化学院，哈尔滨工业大学） ； Computer Science Department, Harbin Institute of Technology (Shenzhen)（计算机科学系，哈尔滨工业大学（深圳）） 纠错

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

Comments 19 pages, 3 figures, 10 tables

Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Ruiyu Wang, Yu Yuan, Shizhao Sun, Jiang Bian

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

Comments ICML 2025 camera ready

Generating Automotive Code: Large Language Models for Software Development and Verification in Safety-Critical Systems

Sven Kirchner, Alois C. Knoll

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

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

Comments 8 pages; Accepted for publication at the 36th IEEE Intelligent Vehicles Symposium (IV), Cluj-Napoca, Romania, June 22-25, 2025

Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models

Liyang He, Chenglong Liu, Rui Li, Zhenya Huang, Shulan Ruan, Jun Zhou, Enhong Chen

机构 * State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China（中国科学技术大学认知智能国家重点实验室） ； Institute of Artificial Intelligence, Hefei Comprehensive National Science Center（合肥综合性国家科学中心人工智能研究院） ； Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际 Graduate School） ； Zhejiang University（浙江大学） 纠错

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

Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models

Mingi Jung, Saehyung Lee, Eunji Kim, Sungroh Yoon

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

Comments ICML 2025

Align is not Enough: Multimodal Universal Jailbreak Attack against Multimodal Large Language Models

Youze Wang, Wenbo Hu, Yinpeng Dong, Jing Liu, Hanwang Zhang, Richang Hong

机构 * School of Computer Science and Information Engineering, Hefei University of Technology（合肥工业大学计算机科学与信息工程学院） ； Tsinghua University（清华大学） ； Institute of automation, Chinese academy of science（中国科学院自动化研究所） ； School of Computer Science and Engineering, Nanyang Technological University（南洋理工大学计算机科学与工程学院） 纠错

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

Behavioral Augmentation of UML Class Diagrams: An Empirical Study of Large Language Models for Method Generation

Djaber Rouabhia, Ismail Hadjadj

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

EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models

Linglin Jing, Yuting Gao, Zhigang Wang, Wang Lan, Yiwen Tang, Wenhai Wang, Kaipeng Zhang, Qingpei Guo

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Ant Group（蚂蚁集团） 纠错

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

Large Vocabulary Size Improves Large Language Models

Sho Takase, Ryokan Ri, Shun Kiyono, Takuya Kato

机构 * SB Intuitions 纠错

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

Comments Findings of ACL 2025

Behavioral Analysis of Information Salience in Large Language Models

Jan Trienes, Jörg Schlötterer, Junyi Jessy Li, Christin Seifert

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

Comments Accepted at ACL 2025 (Findings)

Large Language Models based ASR Error Correction for Child Conversations

Anfeng Xu, Tiantian Feng, So Hyun Kim, Somer Bishop, Catherine Lord, Shrikanth Narayanan

机构 * University of Southern California（美国南加州大学） ； Korea University（韩国大学） ； University of California, San Francisco（旧金山大学） ； University of California, Los Angeles（洛杉矶大学） ； Viterbi School of Engineering（工程学院） ； School of Psychology（心理学系） ； Weill Institute for Neurosciences（神经科学研究所） ； Semel Institute of Neuroscience and Human Behavior（神经科学与人类行为研究所） 纠错

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

Comments Accepted to Interspeech 2025

InjectLab: A Tactical Framework for Adversarial Threat Modeling Against Large Language Models

Austin Howard

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

Comments This is an independent research whitepaper submitted as a preprint. For more information, visit https://injectlab.org or https://github.com/ahow2004/injectlab

Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages

Jannik Brinkmann, Chris Wendler, Christian Bartelt, Aaron Mueller

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

Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models

Lang Gao, Jiahui Geng, Xiangliang Zhang, Preslav Nakov, Xiuying Chen

机构 * MBZUAI ； Huazhong University of Science and Technology（华中科技大学） ； University of Notre Dame（诺丁汉大学） 纠错

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

Comments 17 pages, 9 figures

Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making

Jacob Kleiman, Kevin Frank, Joseph Voyles, Sindy Campagna

机构 * AI Research and Emerging Technology Group, PwC US（普华永道美国人工智能研究与新兴技术集团） 纠错

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