语言大模型 / LLM

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks

Yushang Zhao, Yike Peng, Dannier Li, Yuxin Yang, Chengrui Zhou, Jing Dong

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

Legal Compliance Evaluation of Smart Contracts Generated By Large Language Models

Chanuka Wijayakoon, Hai Dong, H. M. N. Dilum Bandara, Zahir Tari, Anurag Soin

机构 * School of Computing Technologies, RMIT University（RMIT大学计算机技术学院） ； CSIRO’s Data61（CSIRO数据61研究中心） ； University of Technology, Sydney（悉尼技术大学） 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

Comments Accepted for publication at IEEE International Conference on Blockchain and Cryptocurrency (ICBC) 2025

SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models

I-Fan Lin, Faegheh Hasibi, Suzan Verberne

机构 * Leiden University（莱顿大学） ； Radboud University（拉德堡德大学） 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

Harnessing Large Language Models for Scientific Novelty Detection

Yan Liu, Zonglin Yang, Soujanya Poria, Thanh-Son Nguyen, Erik Cambria

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

Comments 15 pages, 3 figures, 3 tables

An Explicit Syllogistic Legal Reasoning Framework for Large Language Models

Kepu Zhang, Weijie Yu, Zhongxiang Sun, Jun Xu

机构 * Gaoling School of Artificial Intelligence（人工智能学院） ； Renmin University of China（中国人民大学） ； School of Information Technology and Management（信息科技与管理学院） ； University of International Business and Economics（国际经济贸易大学） 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

Can Large Language Models Match the Conclusions of Systematic Reviews?

Christopher Polzak, Alejandro Lozano, Min Woo Sun, James Burgess, Yuhui Zhang, Kevin Wu, Serena Yeung-Levy

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

Leveraging large language models and traditional machine learning ensembles for ADHD detection from narrative transcripts

Yuxin Zhu, Yuting Guo, Noah Marchuck, Abeed Sarker, Yun Wang

机构 * Emory University（埃默里大学） 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

Evaluating Usability and Engagement of Large Language Models in Virtual Reality for Traditional Scottish Curling

Ka Hei Carrie Lau, Efe Bozkir, Hong Gao, Enkelejda Kasneci

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

Journal ref ECCV 2024 Workshops

Geography-Aware Large Language Models for Next POI Recommendation

Zhao Liu, Wei Liu, Huajie Zhu, Jianxing Yu, Jian Yin, Wang-Chien Lee, Shun Wang

机构 * Sun Yat-sen University（中山大学） ； The Pennsylvania State University（宾夕法尼亚州立大学） 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

Comments 9 pages, 7figures

Is your multimodal large language model a good science tutor?

Ming Liu, Liwen Wang, Wensheng Zhang

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

Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment

Abbi Abdel-Rehim, Hector Zenil, Oghenejokpeme Orhobor, Marie Fisher, Ross J. Collins, Elizabeth Bourne, Gareth W. Fearnley, Emma Tate, Holly X. Smith, Larisa N. Soldatova, Ross D. King

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

Comments 12 pages, 6 tables, 1 figure. Supplementary information available

Large Language Models at Work in China's Labor Market

Qin Chen, Jinfeng Ge, Huaqing Xie, Xingcheng Xu, Yanqing Yang

机构 * Key Program of the National Natural Science Foundation of China（国家自然科学基金委员会重点计划） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 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

Comments This work is published in China Economic Review, Volume 92 (2025), 102413, available at https://doi.org/10.1016/j.chieco.2025.102413

Journal ref China Economic Review, Volume 92 (2025), 102413

A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components

Fatemeh Elhambakhsh, Daniele Grandi, Hyunwoong Ko

机构 * School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ（Arizona State大学计算机与增强智能学院） ； Autodesk, San Francisco, CA（Autodesk公司） ； School of Manufacturing Systems and Networks, Arizona State University, Mesa, AZ（Arizona State大学制造系统与网络学院） 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.LG

From Texts to Shields: Convergence of Large Language Models and Cybersecurity

Tao Li, Ya-Ting Yang, Yunian Pan, Quanyan Zhu

机构 * New York University（纽约大学） 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

Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments

Sichang Tu, Abigail Powers, Natalie Merrill, Negar Fani, Sierra Carter, Stephen Doogan, Jinho D. Choi

机构 * Emory University（埃默里大学） ； Georgia State University（佐治亚州立大学） ； Doogood Foundation（Doogood基金会） 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

Journal ref SIGDAIL(2024)

Enhancing News Recommendation with Hierarchical LLM Prompting

Hai-Dang Kieu, Delvin Ce Zhang, Minh Duc Nguyen, Min Xu, Qiang Wu, Dung D. Le

机构 * VinUniversity HaNoi VietNam（越南河内 Vin 大学） ； The Pennsylvania State University（宾夕法尼亚州立大学） ； University of Technology Sydney（悉尼技术大学） 纠错

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

Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation

Qidong Liu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Howard Zhong, Chong Chen, Xiang Li, Wei Huang, Feng Tian

机构 * Xi'an Jiaotong University \& City University of Hong Kong Xi'an China ； City University of Hong Kong Hong Kong China ； Jilin University Changchun China ； Tsinghua University Beijing China ； Nanyang Technological University Singapore Singapore ； Independent Researcher Beijing China ； Xi'an Jiaotong University Xi'an China ； Xi'an Jiaotong University \& City University of Hong Kong ； City University of Hong Kong ； Jilin University ； Tsinghua University ； Nanyang Technological University ； Independent Researcher ； Xi'an Jiaotong University 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

Comments accepted by SIGIR'25

WildfireGPT: Tailored Large Language Model for Wildfire Analysis

Yangxinyu Xie, Bowen Jiang, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie Su, Camillo J. Taylor

机构 * Department of Statistics and Data Science, University of Pennsylvania（宾夕法尼亚大学统计与数据科学系） ； Department of Computer and Information Science, University of Pennsylvania（宾夕法尼亚大学计算机与信息科学系） ； Mathematics and Computer Science Division, Argonne National Laboratory（阿贡国家实验室数学与计算机科学部） ； Decision and Infrastructure Sciences Division, Argonne National Laboratory（阿贡国家实验室决策与基础设施科学部） ； Environmental Science Division, Argonne National Laboratory（阿贡国家实验室环境科学部） 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

Comments restoring content for arXiv:2402.07877v2 which was replaced in error

Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis

Kexin Chen, Jiamin Lu, Junyou Li, Xiaoran Yang, Yuyang Du, Kunyi Wang, Qiannuan Shi, Jiahui Yu, Lanqing Li, Jiezhong Qiu, Jianzhang Pan, Yi Huang, Qun Fang, Pheng Ann Heng, Guangyong Chen

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

Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation

Jiajie Su, Qiyong Zhong, Yunshan Ma, Weiming Liu, Chaochao Chen, Xiaolin Zheng, Jianwei Yin, Tat-Seng Chua

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

Exposure to Content Written by Large Language Models Can Reduce Stigma Around Opioid Use Disorder in Online Communities

Shravika Mittal, Darshi Shah, Shin Won Do, Mai ElSherief, Tanushree Mitra, Munmun De Choudhury

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

Lateral Phishing With Large Language Models: A Large Organization Comparative Study

Mazal Bethany, Athanasios Galiopoulos, Emet Bethany, Mohammad Bahrami Karkevandi, Nicole Beebe, Nishant Vishwamitra, Peyman Najafirad

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

Comments Accepted for publication in IEEE Access. This version includes revisions following peer review

Journal ref IEEE Access, 13, 60684-60701

Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting?

Yuxuan Zhang, Yangyang Feng, Daifeng Li, Kexin Zhang, Junlan Chen, Bowen Deng

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

Improving the Accuracy and Efficiency of Legal Document Tagging with Large Language Models and Instruction Prompts

Emily Johnson, Xavier Holt, Noah Wilson

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

Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation

Shutong Qiao, Wei Zhou, Junhao Wen, Chen Gao, Qun Luo, Peixuan Chen, Yong Li

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

Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training

Haokai Ma, Yunshan Ma, Ruobing Xie, Lei Meng, Jialie Shen, Xingwu Sun, Zhanhui Kang, Tat-Seng Chua

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

Comments In submission

Simulating Filter Bubble on Short-video Recommender System with Large Language Model Agents

Nicholas Sukiennik, Haoyu Wang, Zailin Zeng, Chen Gao, Yong Li

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

Comments Submitted to IJCAI 2025

How Good Are Large Language Models for Course Recommendation in MOOCs?

Boxuan Ma, Md Akib Zabed Khan, Tianyuan Yang, Agoritsa Polyzou, Shin'ichi Konomi

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

A Domain-Based Taxonomy of Jailbreak Vulnerabilities in Large Language Models

Carlos Peláez-González, Andrés Herrera-Poyatos, Cristina Zuheros, David Herrera-Poyatos, Virilo Tejedor, Francisco Herrera

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

Comments 21 pages, 5 figures

Better Bill GPT: Comparing Large Language Models against Legal Invoice Reviewers

Nick Whitehouse, Nicole Lincoln, Stephanie Yiu, Lizzie Catterson, Rivindu Perera

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