语言大模型 / LLM

Juru: Legal Brazilian Large Language Model from Reputable Sources

Roseval Malaquias Junior, Ramon Pires, Roseli Romero, Rodrigo Nogueira

机构 * Computer Science Department, University of São Paulo（圣保罗大学计算机科学系） ； Maritaca AI 纠错

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

Domain-Adaptive Small Language Models for Structured Tax Code Prediction

Souvik Nath, Sumit Wadhwa, Luis Perez

机构 * Dell Technologies（戴尔技术） 纠错

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

Comments 10 pages, 3 figures

Smarter Together: Combining Large Language Models and Small Models for Physiological Signals Visual Inspection

Huayu Li, Zhengxiao He, Xiwen Chen, Ci Zhang, Stuart F. Quan, William D. S. Killgore, Shu-Fen Wung, Chen X. Chen, Geng Yuan, Jin Lu, Ao Li

机构 * Department of Electrical and Computer Engineering, University of Arizona（电气与计算机工程系，亚利桑那大学） ； School of Computing, Clemson University（计算学院，克莱姆斯大学） ； School of Computing, University of Georgia（计算学院，佐治亚大学） ； Department of Medicine, University of Arizona（医学系，亚利桑那大学） ； Harvard Medical School and Brigham and Women’s Hospital（哈佛医学院和布里洛妇女医院） ； Department of Psychiatry, University of Arizona（精神病学系，亚利桑那大学） ； BIO5 Institute, University of Arizona（BIO5研究所，亚利桑那大学） ； College of Nursing, University of Arizona（护理学院，亚利桑那大学） 纠错

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

Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models

Hosein Azarbonyad, Zi Long Zhu, Georgios Cheirmpos, Zubair Afzal, Vikrant Yadav, Georgios Tsatsaronis

机构 * Elsevier（埃塞伊弗） 纠错

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

Comments SIGIR 2025

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques

Niveen O. Jaffal, Mohammed Alkhanafseh, David Mohaisen

机构 * Birzeit University（巴伊兹大学） ； University of Central Florida（中央佛罗里达大学） 纠错

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

Comments 21 pages

Code Readability in the Age of Large Language Models: An Industrial Case Study from Atlassian

Wannita Takerngsaksiri, Chakkrit Tantithamthavorn, Micheal Fu, Jirat Pasuksmit, Kun Chen, Ming Wu

机构 * Monash University（莫纳什大学） ； The University of Melbourne（墨尔本大学） ； Atlassian（Atlassian公司） 纠错

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

Comments 11 pages, 7 figures, 8 tables, Accepted at ICSME

Large Language Models Engineer Too Many Simple Features For Tabular Data

Jaris Küken, Lennart Purucker, Frank Hutter

机构 * University of Freiburg（弗赖堡大学） ； ELLIS Institute Tübingen（图宾根ELLIS研究所） 纠错

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

Comments Accepted at the 3rd Table Representation Learning Workshop @ NeurIPS 2024

The GPT Surprise: Offering Large Language Model Chat in a Massive Coding Class Reduced Engagement but Increased Adopters Exam Performances

Allen Nie, Yash Chandak, Miroslav Suzara, Ali Malik, Juliette Woodrow, Matt Peng, Mehran Sahami, Emma Brunskill, Chris Piech

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

Comments 32 pages. Published at L@S 2025

Red Teaming Large Language Models for Healthcare

Vahid Balazadeh, Michael Cooper, David Pellow, Atousa Assadi, Jennifer Bell, Mark Coatsworth, Kaivalya Deshpande, Jim Fackler, Gabriel Funingana, Spencer Gable-Cook, Anirudh Gangadhar, Abhishek Jaiswal, Sumanth Kaja, Christopher Khoury, Amrit Krishnan, Randy Lin, Kaden McKeen, Sara Naimimohasses, Khashayar Namdar, Aviraj Newatia, Allan Pang, Anshul Pattoo, Sameer Peesapati, Diana Prepelita, Bogdana Rakova, Saba Sadatamin, Rafael Schulman, Ajay Shah, Syed Azhar Shah, Syed Ahmar Shah, Babak Taati, Balagopal Unnikrishnan, Iñigo Urteaga, Stephanie Williams, Rahul G Krishnan

机构 * University of Toronto（多伦多大学） ； Vector Institute for AI（人工智能向量研究所） ； Johns Hopkins Medical Institutions（约翰霍普金斯医学机构） ； University Health Network（医疗网络） ； Algoma University（阿尔戈马大学） ； University of Iowa Hospitals & Clinics（爱荷华大学医院与诊所） ； University of Edinburgh（爱丁堡大学） 纠错

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

Circumventing Safety Alignment in Large Language Models Through Embedding Space Toxicity Attenuation

Zhibo Zhang, Yuxi Li, Kailong Wang, Shuai Yuan, Ling Shi, Haoyu Wang

机构 * Huazhong University of Science and Technology（华中科技大学） ； University of Electronic Science and Technology of China（电子科技大学） ； Nanyang Technological University（南洋理工大学） 纠错

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

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance

Peizhang Shao, Linrui Xu, Jinxi Wang, Wei Zhou, Xingyu Wu

机构 * School of Law, China University of Political Science and Law（中国政法大学法学院） ； Zhejiang University of Finance and Economics Dongfang College（浙江财经大学东洋学院） ； School of Information Management for Law, China University of Political Science and Law（中国政法大学信息管理法学院） ； Department of Artificial Intelligence, Chung-Ang University（成均馆大学人工智能系） ； Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University（香港理工大学数据科学与人工智能系） 纠错

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

What can large language models do for sustainable food?

Anna T. Thomas, Adam Yee, Andrew Mayne, Maya B. Mathur, Dan Jurafsky, Kristina Gligorić

机构 * Stanford University（斯坦福大学） 纠错

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

Comments ICML camera ready version

TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking

Ching Nam Hang, Pei-Duo Yu, Chee Wei Tan

机构 * Yam Pak Charitable Foundation School of Computing and Information Sciences, Saint Francis University, Hong Kong（Yam Pak Charitable Foundation 计算与信息科学学院，圣弗朗西斯大学，香港） ； Department of Applied Mathematics, Chung Yuan Christian University（应用数学系， Chung Yuan Christian University） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） 纠错

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

Machine Learners Should Acknowledge the Legal Implications of Large Language Models as Personal Data

Henrik Nolte, Michèle Finck, Kristof Meding

机构 * University Tübingen（图宾根大学） ； CZS Institute for Artificial Intelligence and Law（法律与人工智能研究所） 纠错

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

DeepSeek in Healthcare: A Survey of Capabilities, Risks, and Clinical Applications of Open-Source Large Language Models

Jiancheng Ye, Sophie Bronstein, Jiarui Hai, Malak Abu Hashish

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

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

Suhana Bedi, Hejie Cui, Miguel Fuentes, Alyssa Unell, Michael Wornow, Juan M. Banda, Nikesh Kotecha, Timothy Keyes, Yifan Mai, Mert Oez, Hao Qiu, Shrey Jain, Leonardo Schettini, Mehr Kashyap, Jason Alan Fries, Akshay Swaminathan, Philip Chung, Fateme Nateghi, Asad Aali, Ashwin Nayak, Shivam Vedak, Sneha S. Jain, Birju Patel, Oluseyi Fayanju, Shreya Shah, Ethan Goh, Dong-han Yao, Brian Soetikno, Eduardo Reis, Sergios Gatidis, Vasu Divi, Robson Capasso, Rachna Saralkar, Chia-Chun Chiang, Jenelle Jindal, Tho Pham, Faraz Ghoddusi, Steven Lin, Albert S. Chiou, Christy Hong, Mohana Roy, Michael F. Gensheimer, Hinesh Patel, Kevin Schulman, Dev Dash, Danton Char, Lance Downing, Francois Grolleau, Kameron Black, Bethel Mieso, Aydin Zahedivash, Wen-wai Yim, Harshita Sharma, Tony Lee, Hannah Kirsch, Jennifer Lee, Nerissa Ambers, Carlene Lugtu, Aditya Sharma, Bilal Mawji, Alex Alekseyev, Vicky Zhou, Vikas Kakkar, Jarrod Helzer, Anurang Revri, Yair Bannett, Roxana Daneshjou, Jonathan Chen, Emily Alsentzer, Keith Morse, Nirmal Ravi, Nima Aghaeepour, Vanessa Kennedy, Akshay Chaudhari, Thomas Wang, Sanmi Koyejo, Matthew P. Lungren, Eric Horvitz, Percy Liang, Mike Pfeffer, Nigam H. Shah

机构 * Stanford University School of Medicine（斯坦福大学医学院） ； Stanford Health Care（斯坦福健康系统） ； Center for Research on Foundation Models (CRFM) & Department of Computer Science（基础模型研究中心（CRFM）及计算机科学系） ； Microsoft Corporation（微软公司） ； Stanford Institute for Human-Centered AI（斯坦福大学人本人工智能研究所） 纠错

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

SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models

Chuan Qin, Xin Chen, Chengrui Wang, Pengmin Wu, Xi Chen, Yihang Cheng, Jingyi Zhao, Meng Xiao, Xiangchao Dong, Qingqing Long, Boya Pan, Han Wu, Chengzan Li, Yuanchun Zhou, Hui Xiong, Hengshu Zhu

机构 * Computer Network Information Center, Chinese Academy of Sciences（中国科学院计算机网络信息中心） ； University of Chinese Academy of Sciences（中国科学院大学） ； University of Science and Technology of China（中国科学技术大学） ； Hefei University of Technology（合肥工业大学） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） 纠错

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

Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms

Rajvardhan Oak, Muhammad Haroon, Claire Jo, Magdalena Wojcieszak, Anshuman Chhabra

机构 * University of California, Davis（加州大学戴维斯分校） ； University of South Florida（佛罗里达州立大学） ； Microsoft Corporation（微软公司） 纠错

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

Comments Accepted to ACL 2025 Main Conference

Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps

Khandakar Ashrafi Akbar, Md Nahiyan Uddin, Latifur Khan, Trayce Hockstad, Mizanur Rahman, Mashrur Chowdhury, Bhavani Thuraisingham

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

Comments Presented at the Transportation Research Board (TRB) Annual Meeting 2025, and subsequently submitted for publication consideration in the Transportation Research Record (TRR)

PerMedCQA: Benchmarking Large Language Models on Medical Consumer Question Answering in Persian Language

Naghmeh Jamali, Milad Mohammadi, Danial Baledi, Zahra Rezvani, Hesham Faili

机构 * School of Computer Science Institute for Research in Fundamental Sciences（计算机科学学院基础科学研究研究所） ； School of Electrical and Computer Engineering University of Tehran（电气与计算机工程学院塔里班大学） ； Department of Computer Science Faculty of Mathematical Sciences Alzahra University（计算机科学系数学科学学院阿扎赫拉大学） 纠错

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

Assessing the Quality of AI-Generated Clinical Notes: A Validated Evaluation of a Large Language Model Scribe

Erin Palm, Astrit Manikantan, Mark E. Pepin, Herprit Mahal, Srikanth Subramanya Belwadi

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

Comments 15 pages, 5 tables, 1 figure. Submitted for peer review 05/15/2025

Collaboration among Multiple Large Language Models for Medical Question Answering

Kexin Shang, Chia-Hsuan Chang, Christopher C. Yang

机构 * College of Computing & Informatics（计算机与信息学院） 纠错

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

Comments Accepted to IEEE International Conference on Healthcare Informatics 2025

Personalized Risks and Regulatory Strategies of Large Language Models in Digital Advertising

Haoyang Feng, Yanjun Dai, Yuan Gao

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

The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats

William Brach, Kristián Košťál, Michal Ries

机构 * Slovak Technical University（斯洛伐克技术大学） 纠错

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

Automated Review Generation Method Based on Large Language Models

Shican Wu, Xiao Ma, Dehui Luo, Lulu Li, Xiangcheng Shi, Xin Chang, Xiaoyun Lin, Ran Luo, Chunlei Pei, Changying Du, Zhi-Jian Zhao, Jinlong Gong

机构 * School of Chemical Engineering and Technology（化学工程与技术学院） ； Key Laboratory for Green Chemical Technology of Ministry of Education（教育部绿色化学技术重点实验室） ； Collaborative Innovation Center of Chemical Science and Engineering (Tianjin)（化学科学与工程协同创新中心（天津）） ； Joint School of National University of Singapore and Tianjin University（新加坡国立大学与天津大学联合学院） ； International Campus of Tianjin University（天津大学国际校园） ； Zhejiang Institute of Tianjin University（天津大学浙江研究院） ； AIStrucX Technologies（AIStrucX科技） 纠错

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

Comments Code: https://github.com/TJU-ECAT-AI/AutomaticReviewGeneration Data: https://github.com/TJU-ECAT-AI/AutomaticReviewGenerationData This research has been invited for a Short Oral presentation at the 18th ICC - International Congress on Catalysis, taking place in Lyon, France from July 14-19, 2024 Published at https://doi.org/10.1093/nsr/nwaf169 for newer edition

Journal ref National Science Review, 2025: nwaf169

Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes

Guanchen Wu, Linzhi Zheng, Han Xie, Zhen Xiang, Jiaying Lu, Darren Liu, Delgersuren Bold, Bo Li, Xiao Hu, Carl Yang

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

Comments Shorter version published in MedInfo 2025

LaMsS: When Large Language Models Meet Self-Skepticism

Yetao Wu, Yihong Wang, Teng Chen, Ningyuan Xi, Qingqing Gu, Hongyang Lei, Luo Ji

机构 * Geely AI Lab（Geely人工智能实验室） ； Beihang University（北京航空航天大学） 纠错

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

Comments 11 pages, 6 figures, ICLR 2025 Workshop SSI-FM,

Semantic Wave Functions: Exploring Meaning in Large Language Models Through Quantum Formalism

Timo Aukusti Laine

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

Comments 29 pages, 4 figures. Some corrections added

Journal ref OA J Applied Sci Technol, 3(1), 01-22 (2025)

Large Language Models for Drug Overdose Prediction from Longitudinal Medical Records

Md Sultan Al Nahian, Chris Delcher, Daniel Harris, Peter Akpunonu, Ramakanth Kavuluru

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

AD-GPT: Large Language Models in Alzheimer's Disease

Ziyu Liu, Lintao Tang, Zeliang Sun, Zhengliang Liu, Yanjun Lyu, Wei Ruan, Yangshuang Xu, Liang Shan, Jiyoon Shin, Xiaohe Chen, Dajiang Zhu, Tianming Liu, Rongjie Liu, Chao Huang

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