语言大模型 / LLM

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

The Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes

Charles Alba, Bing Xue, Joanna Abraham, Thomas Kannampallil, Chenyang Lu

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

Comments Codes are publicly available at: https://github.com/cja5553/LLMs_in_perioperative_care

Journal ref Published at npj Digital Medicine (2025)

Generalization Bias in Large Language Model Summarization of Scientific Research

Uwe Peters, Benjamin Chin-Yee

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

CancerLLM: A Large Language Model in Cancer Domain

Mingchen Li, Jiatan Huang, Jeremy Yeung, Anne Blaes, Steven Johnson, Hongfang Liu, Hua Xu, Rui Zhang

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 new version, add the RAG version of cancerLLM

Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing

Enshuo Hsu, Kirk Roberts

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

Training Large Language Models for Advanced Typosquatting Detection

Jackson Welch

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 6 pages, 1 figure

Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG

Kushagra Bhushan, Yatin Nandwani, Dinesh Khandelwal, Sonam Gupta, Gaurav Pandey, Dinesh Raghu, Sachindra Joshi

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 22 pages, 14 tables, to be published in NAACL 2025

J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain

Yiran Hu, Huanghai Liu, Qingjing Chen, Ning Zheng, Chong Wang, Yun Liu, Charles L. A. Clarke, Weixing Shen

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 10 pages, 5 figures

Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models

Balduin Katzer, Steffen Klinder, Katrin Schulz

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

MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering

Feiyang Li, Yingjian Chen, Haoran Liu, Rui Yang, Han Yuan, Yuang Jiang, Tianxiao Li, Edison Marrese Taylor, Hossein Rouhizadeh, Yusuke Iwasawa, Douglas Teodoro, Yutaka Matsuo, Irene Li

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

Exploiting Edited Large Language Models as General Scientific Optimizers

Qitan Lv, Tianyu Liu, Hong Wang

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

LLMPerf: GPU Performance Modeling meets Large Language Models

Khoi N. M. Nguyen, Hoang Duy Nguyen Do, Huyen Thao Le, Thanh Tuan Dao

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