语言大模型 / LLM

A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs

Yihan Lin, Zhirong Bella Yu, Simon Lee

机构 * Department of Computer Science University of California Los Angeles（计算机科学系，加州大学洛杉矶分校） ； Bioinformatics IDP University of California Los Angeles（生物信息学IDP，加州大学洛杉矶分校） ； Department of Computational Medicine University of California Los Angeles（计算医学系，加州大学洛杉矶分校） 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 Accepted at the Conference of Health, Inference, Learning (CHIL 2025) in Berkeley, CA. To appear in PMLR later in 2025

Beyond Tools: Understanding How Heavy Users Integrate LLMs into Everyday Tasks and Decision-Making

Eunhye Kim, Kiroong Choe, Minju Yoo, Sadat Shams Chowdhury, Jinwook Seo

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

The Digital Cybersecurity Expert: How Far Have We Come?

Dawei Wang, Geng Zhou, Xianglong Li, Yu Bai, Li Chen, Ting Qin, Jian Sun, Dan Li

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

Comments To appear in the IEEE Symposium on Security and Privacy (IEEE S&P) 2025, San Francisco, CA, USA

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles

Zihan Wang, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang

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

A Reproducibility Study of Graph-Based Legal Case Retrieval

Gregor Donabauer, Udo Kruschwitz

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

Comments Preprint accepted at SIGIR 2025

Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt Engineering

Jiabao Guo, Ajian Liu, Yunfeng Diao, Jin Zhang, Hui Ma, Bo Zhao, Richang Hong, Meng Wang

机构 * School of Computer Science, Hefei University of Technology（合肥工业大学计算机学院） ； State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), Institute of Automation, Chinese Academy of Sciences (CASIA)（中国科学院自动化研究所） ； School of Electronic Information Engineering, Taiyuan University of Technology（太原理工大学电子信息工程学院） ； School of Computer Science and Engineering, Faculty of Innovation Engineering, Macau University of Science and Technology（澳门科技大学创新工程学院计算机科学与工程学院） ； School of Cyber Science and Engineering, Wuhan University（武汉大学网络空间安全学院） 纠错

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

Decoding Recommendation Behaviors of In-Context Learning LLMs Through Gradient Descent

Yi Xu, Weicong Qin, Weijie Yu, Ming He, Jianping Fan, Jun Xu

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

Comments 12 pages, 9 figures

Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval

Enrico Palumbo, Gustavo Penha, Andreas Damianou, José Luis Redondo García, Timothy Christopher Heath, Alice Wang, Hugues Bouchard, Mounia Lalmas

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

IntelliCircos: A Data-driven and AI-powered Authoring Tool for Circos Plots

Mingyang Gu, Jiamin Zhu, Qipeng Wang, Fengjie Wang, Xiaolin Wen, Yong Wang, Min Zhu

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

Explaining Domain Shifts in Language: Concept erasing for Interpretable Image Classification

Zequn Zeng, Yudi Su, Jianqiao Sun, Tiansheng Wen, Hao Zhang, Zhengjue Wang, Bo Chen, Hongwei Liu, Jiawei Ma

机构 * Xidian University（西安电子科技大学） ； City University of Hong Kong（香港城市大学） 纠错

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

Comments Accepted by CVPR2025

Evaluating Tenant-Landlord Tensions Using Generative AI on Online Tenant Forums

Xin Chen, Cheng Ren, Timothy A Thomas

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

Journal ref J Comput Soc Sc 8, 50 (2025)

Shh, don't say that! Domain Certification in LLMs

Cornelius Emde, Alasdair Paren, Preetham Arvind, Maxime Kayser, Tom Rainforth, Thomas Lukasiewicz, Bernard Ghanem, Philip H. S. Torr, Adel Bibi

机构 * University of Oxford（牛津大学） ； Vienna University of Technology（维也纳技术大学） ； King Abdullah University of Science and Technology (KAUST)（阿卜杜拉国王科技大学） 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

Comments 10 pages, includes appendix Published in International Conference on Learning Representations (ICLR) 2025

Journal ref International Conference on Learning Representations (ICLR) 2025

Training Large Recommendation Models via Graph-Language Token Alignment

Mingdai Yang, Zhiwei Liu, Liangwei Yang, Xiaolong Liu, Chen Wang, Hao Peng, Philip S. Yu

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

Comments 5 pages. Accepted by www'25 as short paper

Disrupt Your Research Using Generative AI Powered ScienceSage

Yong Zhang, Eric Herrison Gyamfi, Kelly Anderson, Sasha Roberts, Matt Barker

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

Comments This paper has been accepted by Workshop of Deployable AI at AAAI 2025

Transforming Role Classification in Scientific Teams Using LLMs and Advanced Predictive Analytics

Wonduk Seo, Yi Bu

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

Comments Accepted by Quantitative Science Studies (QSS)

pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy

Kartheik G. Iyer, Mikaeel Yunus, Charles O'Neill, Christine Ye, Alina Hyk, Kiera McCormick, Ioana Ciuca, John F. Wu, Alberto Accomazzi, Simone Astarita, Rishabh Chakrabarty, Jesse Cranney, Anjalie Field, Tirthankar Ghosal, Michele Ginolfi, Marc Huertas-Company, Maja Jablonska, Sandor Kruk, Huiling Liu, Gabriel Marchidan, Rohit Mistry, J. P. Naiman, J. E. G. Peek, Mugdha Polimera, Sergio J. Rodriguez, Kevin Schawinski, Sanjib Sharma, Michael J. Smith, Yuan-Sen Ting, Mike Walmsley

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

Comments 25 pages, 9 figures, submitted to AAS jorunals. Comments are welcome, and the tools mentioned are available online at https://pfdr.app

Developing an Artificial Intelligence Tool for Personalized Breast Cancer Treatment Plans based on the NCCN Guidelines

Abdul M. Mohammed, Iqtidar Mansoor, Sarah Blythe, Dennis Trujillo

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

Atomic Learning Objectives Labeling: A High-Resolution Approach for Physics Education

Naiming Liu, Shashank Sonkar, Debshila Basu Mallick, Richard Baraniuk, Zhongzhou Chen

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

Comments The paper is accepted to LAK'2025

The Point of View of a Sentiment: Towards Clinician Bias Detection in Psychiatric Notes

Alissa A. Valentine, Lauren A. Lepow, Lili Chan, Alexander W. Charney, Isotta Landi

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 Oral presentation at NAACL 2024 Queer in AI Workshop

LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification

Shubham Kumar Nigam, Tanmay Dubey, Govind Sharma, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya

机构 * IIT Kanpur（印度理工学院坎普尔分校） ； IISER Kolkata（印度科学教育与研究学院加尔各答分校） ； Symbiosis Law School Pune（共生法律学院浦那分校） 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 Accepted on NAACL 2025

LLMs as Meta-Reviewers' Assistants: A Case Study

Eftekhar Hossain, Sanjeev Kumar Sinha, Naman Bansal, Alex Knipper, Souvika Sarkar, John Salvador, Yash Mahajan, Sri Guttikonda, Mousumi Akter, Md. Mahadi Hassan, Matthew Freestone, Matthew C. Williams, Dongji Feng, Santu Karmaker

机构 * Bridge-AI Lab（Bridge-AI实验室） ； University of Central Florida（中佛罗里达大学） ； Auburn University（奥本大学） ； Wichita State University（威奇托州立大学） ； Gustavus Adolphus College（古斯塔夫斯阿道夫学院） 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

Comments Accepted to NAACL 2025, 41 pages

A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises

Hejie Cui, Jiaying Lu, Ran Xu, Shiyu Wang, Wenjing Ma, Yue Yu, Shaojun Yu, Xuan Kan, Chen Ling, Liang Zhao, Zhaohui S. Qin, Joyce C. Ho, Tianfan Fu, Jing Ma, Mengdi Huai, Fei Wang, Carl Yang

机构 * Emory University（埃默里大学） ； University of Michigan（密歇根大学） ； Georgia Institute of Technology（佐治亚理工学院） ； Rensselaer Polytechnic Institute（伦斯勒理工学院） ； Case Western Reserve University（凯斯西储大学） ； Iowa State University（爱荷华州立大学） ； Weill Cornell Medicine, Cornell University（康奈尔大学威尔医学院） 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

Comments Preprint under review

TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students

Hyoungwook Jin, Minju Yoo, Jeongeon Park, Yokyung Lee, Xu Wang, Juho Kim

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

Towards Integrating Emerging AI Applications in SE Education

Michael Vierhauser, Iris Groher, Tobias Antensteiner, Clemens Sauerwein

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

Comments Accepted for publication at the 36th Conference on Software Engineering Education and Training (CSEE&T)

Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs

Bhumika Gupta, Pralaypati Ta, Keerthi Ram, Mohanasankar Sivaprakasam

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

Do LLMs Provide Links to Code Similar to what they Generate? A Study with Gemini and Bing CoPilot

Daniele Bifolco, Pietro Cassieri, Giuseppe Scanniello, Massimiliano Di Penta, Fiorella Zampetti

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

Journal ref Proceedings of the 22nd ACM/IEEE International Conference on Mining Software Repositories (MSR 2025), April 28-29 2025, Ottawa, ON, Canada

Towards Semantics Lifting for Scientific Computing: A Case Study on FFT

Naifeng Zhang, Sanil Rao, Mike Franusich, Franz Franchetti

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

Comments Accepted at the Theory and Practice of Static Analysis Workshop (TPSA), in conjunction with the ACM SIGPLAN Symposium on Principles of Programming Languages (POPL), 2025

Improving Sequential Recommendations with LLMs

Artun Boz, Wouter Zorgdrager, Zoe Kotti, Jesse Harte, Panos Louridas, Dietmar Jannach, Vassilios Karakoidas, Marios Fragkoulis

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

Comments 35 pages, 12 figures, 7 tables

ALKAFI-LLAMA3: Fine-Tuning LLMs for Precise Legal Understanding in Palestine

Rabee Qasem, Mohannad Hendi, Banan Tantour

机构 * Faculty of Graduate Studies（研究生院） ； Arab American University, Palestine (AAUP)（巴勒斯坦阿拉伯美国大学） ； Birzeit University, Palestine（比尔宰特大学） 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

Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts

Mikayel Samvelyan, Sharath Chandra Raparthy, Andrei Lupu, Eric Hambro, Aram H. Markosyan, Manish Bhatt, Yuning Mao, Minqi Jiang, Jack Parker-Holder, Jakob Foerster, Tim Rocktäschel, Roberta Raileanu

机构 * Meta ； University College London（伦敦大学学院） ； University of Oxford（牛津大学） 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