语言大模型 / LLM

LLMs in Cybersecurity: Friend or Foe in the Human Decision Loop?

Irdin Pekaric, Philipp Zech, Tom Mattson

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

IoT Miner: Intelligent Extraction of Event Logs from Sensor Data for Process Mining

Edyta Brzychczy, Urszula Jessen, Krzysztof Kluza, Sridhar Sriram, Manuel Vargas Nettelnstroth

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

Comments 17 pages, conference draft

Write on Paper, Wrong in Practice: Why LLMs Still Struggle with Writing Clinical Notes

Kristina L. Kupferschmidt, Kieran O'Doherty, Joshua A. Skorburg

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

Experiences with Model Context Protocol Servers for Science and High Performance Computing

Haochen Pan, Ryan Chard, Reid Mello, Christopher Grams, Tanjin He, Alexander Brace, Owen Price Skelly, Will Engler, Hayden Holbrook, Song Young Oh, Maxime Gonthier, Michael Papka, Ben Blaiszik, Kyle Chard, Ian Foster

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

Comments 11 pages, including a 4-page appendix

Using LLMs and Essence to Support Software Practice Adoption

Sonia Nicoletti, Paolo Ciancarini

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

Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance Cases

Nouar AlDahoul, Yasir Zaki

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

Comments 5 pages, 3 figures

Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine

Maxime Griot, Jean Vanderdonckt, Demet Yuksel, Coralie Hemptinne

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

Comments ACL 2025 main

PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows

Renan Souza, Amal Gueroudji, Stephen DeWitt, Daniel Rosendo, Tirthankar Ghosal, Robert Ross, Prasanna Balaprakash, Rafael Ferreira da Silva

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

Comments Paper accepted for publication in the Proceedings of the 2025 IEEE 21st International Conference on e-Science. Cite it as: R. Souza, A. Gueroudji, S. DeWitt, D. Rosendo, T. Ghosal, R. Ross, P. Balaprakash, R. F. da Silva, "PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows," IEEE International Conference on e-Science, Chicago, IL, USA, 2025

Contextualizing Recommendation Explanations with LLMs: A User Study

Yuanjun Feng, Stefan Feuerriegel, Yash Raj Shrestha

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

Comments Accepted to the International AAAI Conference on Web and Social Media (ICWSM 2026)

MoE-TTS: Enhancing Out-of-Domain Text Understanding for Description-based TTS via Mixture-of-Experts

Heyang Xue, Xuchen Song, Yu Tang, Jianyu Chen, Yanru Chen, Yang Li, Yahui Zhou

机构 * Kunlun Inc.（昆仑公司） 纠错

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

HINTs: Sensemaking on large collections of documents with Hypergraph visualization and INTelligent agents

Sam Yu-Te Lee, Kwan-Liu Ma

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

Journal ref IEEE Transactions on Visualization and Computer Graphics, vol. 31, no. 9, pp. 5532-5546, Sept. 2025

MultiMedEdit: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA

Shengtao Wen, Haodong Chen, Yadong Wang, Zhongying Pan, Xiang Chen, Yu Tian, Bo Qian, Dong Liang, Sheng-Jun Huang

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

Comments Under Review

Prompt-Hacking: The New p-Hacking?

Thomas Kosch, Sebastian Feger

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

A Humanoid Social Robot as a Teaching Assistant in the Classroom

Thomas Sievers

机构 * Institute of Information Systems, University of Lübeck（吕贝克大学信息系统研究所） 纠错

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

The Homework Wars: Exploring Emotions, Behaviours, and Conflicts in Parent-Child Homework Interactions

Nan Gao, Yibin Liu, Xin Tang, Yanyan Liu, Chun Yu, Yun Huang, Yuntao Wang, Flora D. Salim, Xuhai Orson Xu, Jun Wei, Yuanchun Shi

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

Comments This paper was accepted by Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)

The AI-Augmented Research Process: A Historian's Perspective

Christian Henriot

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

Comments 57 pages, 6 figures

Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications

Wenxuan Wang, Zizhan Ma, Meidan Ding, Shiyi Zheng, Shengyuan Liu, Jie Liu, Jiaming Ji, Wenting Chen, Xiang Li, Linlin Shen, Yixuan Yuan

机构 * Renmin University of China（中国人民大学） ； The Chinese University of Hong Kong（香港中文大学） ； Shenzhen University（深圳大学） ； City University of Hong Kong（香港城市大学） ； Peking University（北京大学） ； Massachusetts General Hospital and Harvard Medical School（麻省总医院和哈佛医学院） 纠错

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

Risks & Benefits of LLMs & GenAI for Platform Integrity, Healthcare Diagnostics, Financial Trust and Compliance, Cybersecurity, Privacy & AI Safety: A Comprehensive Survey, Roadmap & Implementation Blueprint

Kiarash Ahi

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

Adaptive Self-Improvement for Smarter Energy Systems using Agentic Policy Search

Alexander Sommer, Peter Bazan, Behnam Babaeian, Jonathan Fellerer, Warren B. Powell, Reinhard German

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

Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Xiangru Tang, Qiao Jin, Kunlun Zhu, Tongxin Yuan, Yichi Zhang, Wangchunshu Zhou, Meng Qu, Yilun Zhao, Jian Tang, Zhuosheng Zhang, Arman Cohan, Zhiyong Lu, Mark Gerstein

机构 * Yale University（耶鲁大学） ； National Library of Medicine, National Institutes of Health（国家医学图书馆，国立卫生研究院） ； Mila-Quebec AI Institute（魁北克AI研究所） ； Shanghai Jiao Tong University（上海交通大学） ； OPPO Research Institute（OPPO研究院） ； Reichman University（里奇曼大学） 纠错

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

Investigating the Role of LLMs Hyperparameter Tuning and Prompt Engineering to Support Domain Modeling

Vladyslav Bulhakov, Giordano d'Aloisio, Claudio Di Sipio, Antinisca Di Marco, Davide Di Ruscio

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

Comments Accepted at 51st Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA)

Layerwise Recall and the Geometry of Interwoven Knowledge in LLMs

Ge Lei, Samuel J. Cooper

机构 * Dyson School of Design Engineering（设计工程学院） 纠错

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

CodeEdu: A Multi-Agent Collaborative Platform for Personalized Coding Education

Jianing Zhao, Peng Gao, Jiannong Cao, Zhiyuan Wen, Chen Chen, Jianing Yin, Ruosong Yang, Bo Yuan

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

Comments 4 pages, 4 figures. Demo video available at: https://youtu.be/9iIVmTT4CVk

EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation

Hongyu Chen, Weiming Zeng, Chengcheng Chen, Luhui Cai, Fei Wang, Yuhu Shi, Lei Wang, Wei Zhang, Yueyang Li, Hongjie Yan, Wai Ting Siok, Nizhuan Wang

机构 * Laboratory of Digital Image and Intelligent Computation, Shanghai Maritime University, Shanghai 201306, China（数字图像与智能计算实验室，上海 Maritime 大学） ； Department of Neurology, Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang 222002, China（神经内科，徐州医学院附属连云港医院） ； Department of Chinese and Bilingual Studies, The Hong Kong Polytechnic University, Hong Kong, SAR, China（中文学与双语研究部，香港理工大学） 纠错

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

Comments 17 pages, 16 figures, 5 tables

Journal ref Neural Networks,2025

Effect of Static vs. Conversational AI-Generated Messages on Colorectal Cancer Screening Intent: a Randomized Controlled Trial

Neil K. R. Sehgal, Manuel Tonneau, Andy Tan, Shivan J. Mehta, Alison Buttenheim, Lyle Ungar, Anish K. Agarwal, Sharath Chandra Guntuku

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

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation

Zeyuan Meng, Zixuan Yi, Iadh Ounis

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

Tool for Supporting Debugging and Understanding of Normative Requirements Using LLMs

Alex Kleijwegt, Sinem Getir Yaman, Radu Calinescu

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

From Legal Text to Tech Specs: Generative AI's Interpretation of Consent in Privacy Law

Aniket Kesari, Travis Breaux, Tom Norton, Sarah Santos, Anmol Singhal

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

Comments 10 pages, 1 figure, 20th International Conference on Artificial Intelligence and Law (ICAIL 2025)

Beyond Independent Passages: Adaptive Passage Combination Retrieval for Retrieval Augmented Open-Domain Question Answering

Ting-Wen Ko, Jyun-Yu Jiang, Pu-Jen Cheng

机构 * National Taiwan University（国立台湾大学） ； Amazon Search（亚马逊搜索） ； University College London（伦敦大学学院） 纠错

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

Pensieve Grader: An AI-Powered, Ready-to-Use Platform for Effortless Handwritten STEM Grading

Yoonseok Yang, Minjune Kim, Marlon Rondinelli, Keren Shao

机构 * Pensieve Inc.（Pensieve公司） 纠错

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

Comments 7 pages, 5 figues, 1 table