语言大模型 / LLM

zERExtractor:An Automated Platform for Enzyme-Catalyzed Reaction Data Extraction from Scientific Literature

Rui Zhou, Haohui Ma, Tianle Xin, Lixin Zou, Qiuyue Hu, Hongxi Cheng, Mingzhi Lin, Jingjing Guo, Sheng Wang, Guoqing Zhang, Yanjie Wei, Liangzhen Zheng

机构 * Shenzhen Institutes of Advanced Technology（深圳先进技术研究院） ； Chinese Academy of Sciences（中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） ； Shanghai Zelixir Biotech Co.,Ltd.（上海泽立生物技术有限公司） ； Bio-Med Big Data Center, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Science（生物医学大数据中心，上海营养健康研究所，中国科学院） ； Shenzhen Zelixir Biotech Co., Ltd.（深圳泽立生物技术有限公司） ； Centre in Artificial Intelligence Driven Drug Discovery, Faculty of Applied Sciences, Macao Polytechnic University（人工智能驱动药物发现中心，应用科学学院，澳门理工大学） ； National Genomics Data Center, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Science（国家基因组科学数据中心，上海营养健康研究所，中国科学院） 纠错

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

Using LLMs to Capture Users' Temporal Context for Recommendation

Milad Sabouri, Masoud Mansoury, Kun Lin, Bamshad Mobasher

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

Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations

Milad Sabouri, Masoud Mansoury, Kun Lin, Bamshad Mobasher

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

Evaluating Trust in AI, Human, and Co-produced Feedback Among Undergraduate Students

Audrey Zhang, Yifei Gao, Wannapon Suraworachet, Tanya Nazaretsky, Mutlu Cukurova

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

Comments 35 pages, 6 figures. Under review at Assessment and Evaluation in Higher Education

An Effective Approach for Node Classification in Textual Graphs

Rituparna Datta, Nibir Chandra Mandal

机构 * University of Virginia（弗吉尼亚大学） 纠错

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

Data Overdose? Time for a Quadruple Shot: Knowledge Graph Construction using Enhanced Triple Extraction

Taine J. Elliott, Stephen P. Levitt, Ken Nixon, Martin Bekker

机构 * School of Electrical ； Information Engineering, University of the Witwatersrand, Johannesburg, South Africa 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 18 pages, 8 figures, Published in the Annual Conference of South African Institute of Computer Scientists and Information Technologists, Preprint (author original)

Journal ref In: Gerber, A. (eds) South African Computer Science and Information Systems Research Trends. SAICSIT 2025. Communications in Computer and Information Science, vol 2583. Springer, Cham

Token-Level Precise Attack on RAG: Searching for the Best Alternatives to Mislead Generation

Zizhong Li, Haopeng Zhang, Jiawei Zhang

机构 * University of California, Davis（加州大学戴维斯分校） ； University of Hawaii at Mānoa（夏威夷大学马诺阿分校） 纠错

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

ProKG-Dial: Progressive Multi-Turn Dialogue Construction with Domain Knowledge Graphs

Yuanyuan Liang, Xiaoman Wang, Tingyu Xie, Lei Pan

机构 * East China Normal University（东中国师范大学） ； Zhejiang University（浙江大學） ； AISpeech 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 15 pages

Novice Developers' Perspectives on Adopting LLMs for Software Development: A Systematic Literature Review

Samuel Ferino, Rashina Hoda, John Grundy, Christoph Treude

机构 * Monash University（墨尔本大学） ； Singapore Management University（新加坡管理大学） 纠错

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

RecGPT Technical Report

Chao Yi, Dian Chen, Gaoyang Guo, Jiakai Tang, Jian Wu, Jing Yu, Mao Zhang, Sunhao Dai, Wen Chen, Wenjun Yang, Yuning Jiang, Zhujin Gao, Bo Zheng, Chi Li, Dimin Wang, Dixuan Wang, Fan Li, Fan Zhang, Haibin Chen, Haozhuang Liu, Jialin Zhu, Jiamang Wang, Jiawei Wu, Jin Cui, Ju Huang, Kai Zhang, Kan Liu, Lang Tian, Liang Rao, Longbin Li, Lulu Zhao, Na He, Peiyang Wang, Qiqi Huang, Tao Luo, Wenbo Su, Xiaoxiao He, Xin Tong, Xu Chen, Xunke Xi, Yang Li, Yaxuan Wu, Yeqiu Yang, Yi Hu, Yinnan Song, Yuchen Li, Yujie Luo, Yujin Yuan, Yuliang Yan, Zhengyang Wang, Zhibo Xiao, Zhixin Ma, Zile Zhou, Ziqi Zhang

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

A ChatGPT-based approach for questions generation in higher education

Sinh Trong Vu, Huong Thu Truong, Oanh Tien Do, Tu Anh Le, Tai Tan Mai

机构 * Banking Academy of Vietnam（越南银行学院） ； Dublin City University（都柏林城市大学） 纠错

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

Comments Proceedings of the 1st ACM Workshop on AI-Powered Q&A Systems for Multimedia. 2024

MAAD: Automate Software Architecture Design through Knowledge-Driven Multi-Agent Collaboration

Ruiyin Li, Yiran Zhang, Xiyu Zhou, Peng Liang, Weisong Sun, Jifeng Xuan, Zhi Jin, Yang Liu

机构 * School of Computer Science, Wuhan University（武汉大学计算机学院） ； Nanyang Technological University（南洋理工大学） 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 23 pages, 8 images, 1 table, Manuscript submitted to a journal (2025)

Modeling Professionalism in Expert Questioning through Linguistic Differentiation

Giulia D'Agostino, Chung-Chi Chen

机构 * Università della Svizzera italiana（瑞士联邦理工学院） ； National Institute of Advanced Industrial Science and Technology（国家先进工业科学与技术研究院） 纠错

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

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings

Yue Wu, Xiaolan Chen, Weiyi Zhang, Shunming Liu, Wing Man Rita Sum, Xinyuan Wu, Xianwen Shang, Chea-su Kee, Mingguang He, Danli Shi

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

Comments 35 pages, 4 figures, 1 table

Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump's Presidential Campaigns

Ilias Chalkidis, Stephanie Brandl, Paris Aslanidis

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

Comments Pre-print

Enabling Cyber Security Education through Digital Twins and Generative AI

Vita Santa Barletta, Vito Bavaro, Miriana Calvano, Antonio Curci, Antonio Piccinno, Davide Pio Posa

机构 * University of Bari Aldo Moro（巴里大学阿尔多·莫罗大学） 纠错

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

Fake or Real: The Impostor Hunt in Texts for Space Operations

Agata Kaczmarek, Dawid Płudowski, Piotr Wilczyński, Krzysztof Kotowski, Ramez Shendy, Evridiki Ntagiou, Jakub Nalepa, Artur Janicki, Przemysław Biecek

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

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery

Haoran Jiang, Shaohan Shi, Yunjie Yao, Chang Jiang, Quan Li

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

Resilient Multi-Agent Negotiation for Medical Supply Chains:Integrating LLMs and Blockchain for Transparent Coordination

Mariam ALMutairi, Hyungmin Kim

机构 * Virginia Tech（弗吉尼亚理工大学） 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 11 pages, 6 figure

AI-based Clinical Decision Support for Primary Care: A Real-World Study

Robert Korom, Sarah Kiptinness, Najib Adan, Kassim Said, Catherine Ithuli, Oliver Rotich, Boniface Kimani, Irene King'ori, Stellah Kamau, Elizabeth Atemba, Muna Aden, Preston Bowman, Michael Sharman, Rebecca Soskin Hicks, Rebecca Distler, Johannes Heidecke, Rahul K. Arora, Karan Singhal

机构 * Penda Health（Penda健康） ； Nairobi County（内罗毕县） ； OpenAI 纠错

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

Comments Blog: https://openai.com/index/ai-clinical-copilot-penda-health/

AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation

Nima Fathi, Amar Kumar, Tal Arbel

机构 * Center for Intelligent Machines, McGill University, Montreal, Canada（麦吉尔大学智能机器中心，加拿大蒙特利尔） ； Mila - Quebec AI institute, Montreal, Canada（魁北克AI研究所） 纠错

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

Comments 9 pages, 3 figures, International Conference on Medical Image Computing and Computer-Assisted Intervention

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian

Andrei Niculae, Adrian Cosma, Cosmin Dumitrache, Emilian Rǎdoi

机构 * National University of Science and Technology POLITEHNICA Bucharest（波兰技术科学大学） ； Dalle Molle Institute for Artificial Intelligence Research (IDSIA)（达勒莫利人工智能研究所） ； MedicChat 纠错

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

Comments 10 figures, 2 tables, 2 listings

THE-Tree: Can Tracing Historical Evolution Enhance Scientific Verification and Reasoning?

Xin Wang, Jiyao Liu, Yulong Xiao, Junzhi Ning, Lihao Liu, Junjun He, Botian Shi, Kaicheng Yu

机构 * Westlake University（西湖大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Shanghai Innovation Institute（上海创新研究院） ； Fudan University（复旦大学） ； Fuzhou University（福州市大学） ； Imperial College London（伦敦帝国学院） 纠错

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

KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?

Tianshi Zheng, Weihan Li, Jiaxin Bai, Weiqi Wang, Yangqiu Song

机构 * Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China（计算机科学与工程系，香港科技大学，香港特别行政区，中国） ； Department of Mechanical Engineering, The University of Tokyo, Tokyo, Japan（机械工程系，东京大学，东京，日本） 纠错

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

Comments ACL 2025 Main

VISION: A Modular AI Assistant for Natural Human-Instrument Interaction at Scientific User Facilities

Shray Mathur, Noah van der Vleuten, Kevin Yager, Esther Tsai

机构 * Center for Functional Nanomaterials Brookhaven National Laboratory（功能纳米材料中心布鲁海文国家实验室） 纠错

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

DPMT: Dual Process Multi-scale Theory of Mind Framework for Real-time Human-AI Collaboration

Xiyun Li, Yining Ding, Yuhua Jiang, Yunlong Zhao, Runpeng Xie, Shuang Xu, Yuanhua Ni, Yiqin Yang, Bo Xu

机构 * The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences（认知与决策智能复杂系统重点实验室，自动化研究所，中国科学院） ； School of Future Technology, University of Chinese Academy of Sciences（未来技术学院，中国科学院大学） ； Nankai University（南开大学） ； Tsinghua University（清华大学） 纠错

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

Journal ref cogsci-2025

Multi-domain Multilingual Sentiment Analysis in Industry: Predicting Aspect-based Opinion Quadruples

Benjamin White, Anastasia Shimorina

机构 * Orange Innovation（Orange创新） 纠错

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

eSapiens: A Platform for Secure and Auditable Retrieval-Augmented Generation

Isaac Shi, Zeyuan Li, Fan Liu, Wenli Wang, Lewei He, Yang Yang, Tianyu Shi

机构 * eSapiens Team（eSapiens团队） 纠错

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

Positioning AI Tools to Support Online Harm Reduction Practice: Applications and Design Directions

Kaixuan Wang, Jason T. Jacques, Chenxin Diao, Carl-Cyril J Dreue

机构 * University of St. Andrews（圣安德鲁大学） ； Independent Researcher（独立研究者） ； University of Edinburgh（爱丁堡大学） 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 16 pages, 4 figures, with appendix

To Trade or Not to Trade: An Agentic Approach to Estimating Market Risk Improves Trading Decisions

Dimitrios Emmanoulopoulos, Ollie Olby, Justin Lyon, Namid R. Stillman

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

Comments 31 pages, 7 figures, 3 tables