语言大模型 / LLM - arXivDaily 专题

2503.10694 2025-03-17 cs.CL 89%

Medical Large Language Model Benchmarks Should Prioritize Construct Validity

Ahmed Alaa, Thomas Hartvigsen, Niloufar Golchini, Shiladitya Dutta, Frances Dean, Inioluwa Deborah Raji, Travis Zack

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

2411.13163 2025-03-14 cs.LG 89%

Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding

Nabeel Seedat, Caterina Tozzi, Andrea Hita Ardiaca, Mihaela van der Schaar, James Weatherall, Adam Taylor

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

2503.09533 2025-03-14 cs.LG 89%

Large Language Models for Multi-Facility Location Mechanism Design

Nguyen Thach, Fei Liu, Houyu Zhou, Hau Chan

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 Under Review

2501.18632 2025-03-05 cs.CR cs.CL 89%

Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare

Hang Zhang, Qian Lou, Yanshan Wang

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

2310.14451 2025-03-04 cs.CL 89%

Domain Terminology Integration into Machine Translation: Leveraging Large Language Models

Yasmin Moslem, Gianfranco Romani, Mahdi Molaei, Rejwanul Haque, John D. Kelleher, Andy Way

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 WMT 2023

Journal ref Proceedings of the Eighth Conference on Machine Translation (2023), pages 902-911

2502.20350 2025-02-28 cs.CL 89%

KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model

Kai Zhang, Rui Zhu, Shutian Ma, Jingwei Xiong, Yejin Kim, Fabricio Murai, Xiaozhong Liu

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

2502.18772 2025-02-27 cs.CL 89%

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance

Xueqing Peng, Triantafillos Papadopoulos, Efstathia Soufleri, Polydoros Giannouris, Ruoyu Xiang, Yan Wang, Lingfei Qian, Jimin Huang, Qianqian Xie, Sophia Ananiadou

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 18 pages, 6 figures

2502.18127 2025-02-26 cond-mat.mtrl-sci cs.LG 89%

Inverse Materials Design by Large Language Model-Assisted Generative Framework

Yun Hao, Che Fan, Beilin Ye, Wenhao Lu, Zhen Lu, Peilin Zhao, Zhifeng Gao, Qingyao Wu, Yanhui Liu, Tongqi Wen

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

2502.18040 2025-02-26 cs.SI cs.AI 89%

AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models

Yuhao Zheng, Chenghua Gong, Rui Sun, Juyuan Zhang, Liming Pan, Linyuan Lv

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 12 pages

2502.16097 2025-02-25 cs.HC cs.AI 89%

LitLinker: Supporting the Ideation of Interdisciplinary Contexts with Large Language Models for Teaching Literature in Elementary Schools

Haoxiang Fan, Changshuang Zhou, Hao Yu, Xueyang Wu, Jiangyu Gu, Zhenhui Peng

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

2502.12838 2025-02-19 cs.CY cs.CL 89%

Towards Equitable AI: Detecting Bias in Using Large Language Models for Marketing

Berk Yilmaz, Huthaifa I. Ashqar

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

2502.12450 2025-02-19 cs.AI 89%

Investigating and Extending Homans' Social Exchange Theory with Large Language Model based Agents

Lei Wang, Zheqing Zhang, Xu 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

2502.12280 2025-02-19 cs.DC cs.AI 89%

Connecting Large Language Model Agent to High Performance Computing Resource

Heng Ma, Alexander Brace, Carlo Siebenschuh, Greg Pauloski, Ian Foster, Arvind Ramanathan

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 7 pages, 4 figures

2502.07794 2025-02-13 cs.CY cs.AI 89%

Regulatory Science Innovation for Generative AI and Large Language Models in Health and Medicine: A Global Call for Action

Jasmine Chiat Ling Ong, Yilin Ning, Mingxuan Liu, Yian Ma, Zhao Liang, Kuldev Singh, Robert T Chang, Silke Vogel, John CW Lim, Iris Siu Kwan Tan, Oscar Freyer, Stephen Gilbert, Danielle S Bitterman, Xiaoxuan Liu, Alastair K Denniston, Nan Liu

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

2502.05556 2025-02-11 cs.AI 89%

Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis

Zhiang Dong, Jingyuan Chen, Fei Wu

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

2502.05478 2025-02-11 cs.CL 89%

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models

Zhiqiang Liu, Chengtao Gan, Junjie Wang, Yichi Zhang, Zhongpu Bo, Mengshu Sun, Huajun Chen, Wen 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 Accepted by WWW25

2410.17922 2025-02-11 cs.AI 89%

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models

Weidi Luo, He Cao, Zijing Liu, Yu Wang, Aidan Wong, Bing Feng, Yuan Yao, Yu 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

2401.00832 2025-02-10 cs.AI cs.CY 89%

Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education

Arne Bewersdorff, Christian Hartmann, Marie Hornberger, Kathrin Seßler, Maria Bannert, Enkelejda Kasneci, Gjergji Kasneci, Xiaoming Zhai, Claudia Nerdel

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 revised version 2. September 2024

2502.03715 2025-02-07 cs.IR cs.AI 89%

Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models

Rui Cai, Chao Wang, Qianyi Cai, Dazhong Shen, Hui Xiong

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

2502.02287 2025-02-05 eess.SY cs.LG cs.SY 89%

Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments

Hyeonho Noh, Byonghyo Shim, Hyun Jong Yang

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

2501.14772 2025-01-28 cs.CY cs.AI 89%

DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents

Dinh-Nguyen Nguyen, Raymond Kai-Yu Tong, Ngoc-Duy Dinh

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

2412.18719 2025-01-24 cs.CL 89%

Using Large Language Models for Automated Grading of Student Writing about Science

Chris Impey, Matthew Wenger, Nikhil Garuda, Shahriar Golchin, Sarah Stamer

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 at IJAIE

2501.12877 2025-01-23 cs.CL 89%

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge

Jingyuan Chen, Tao Wu, Wei Ji, Fei Wu

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 Frontiers of Digital Education

2501.10915 2025-01-22 cs.CL cs.CR cs.IR 89%

LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice

M. Mikail Demir, Hakan T. Otal, M. Abdullah Canbaz

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, 3 figures

2501.08977 2025-01-22 cs.AI 89%

Development and Validation of the Provider Documentation Summarization Quality Instrument for Large Language Models

Emma Croxford, Yanjun Gao, Nicholas Pellegrino, Karen K. Wong, Graham Wills, Elliot First, Miranda Schnier, Kyle Burton, Cris G. Ebby, Jillian Gorskic, Matthew Kalscheur, Samy Khalil, Marie Pisani, Tyler Rubeor, Peter Stetson, Frank Liao, Cherodeep Goswami, Brian Patterson, Majid Afshar

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

2501.08165 2025-01-15 cs.SE cs.AI 89%

I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution

Soohyeon Choi, Yong Kiam Tan, Mark Huasong Meng, Mohamed Ragab, Soumik Mondal, David Mohaisen, Khin Mi Mi Aung

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

Comments 12 pages, 5 figures,

2501.06521 2025-01-14 cs.CL 89%

Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering

Yinghao Hu, Leilei Gan, Wenyi Xiao, Kun Kuang, Fei Wu

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

Comments 18 pages, 8 figures, to be published in COLING 2025

2309.10730 2025-01-07 cs.LG cs.AR 89%

GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models

Yonggan Fu, Yongan Zhang, Zhongzhi Yu, Sixu Li, Zhifan Ye, Chaojian Li, Cheng Wan, Yingyan Celine Lin

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 Accepted by ICCAD 2023

2501.00805 2025-01-03 eess.AS cs.CL cs.SD 89%

SLIDE: Integrating Speech Language Model with LLM for Spontaneous Spoken Dialogue Generation

Haitian Lu, Gaofeng Cheng, Liuping Luo, Leying Zhang, Yanmin Qian, Pengyuan Zhang

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

Comments Accepted by ICASSP 2025

2412.20264 2024-12-31 cs.CL 89%

Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues

Henry J. Xie, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu

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 by IEEE BigData 2024

1. 领域大模型 12637 篇

Medical Large Language Model Benchmarks Should Prioritize Construct Validity

Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding

Large Language Models for Multi-Facility Location Mechanism Design

Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare

Domain Terminology Integration into Machine Translation: Leveraging Large Language Models

KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance

Inverse Materials Design by Large Language Model-Assisted Generative Framework

AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models

LitLinker: Supporting the Ideation of Interdisciplinary Contexts with Large Language Models for Teaching Literature in Elementary Schools

Towards Equitable AI: Detecting Bias in Using Large Language Models for Marketing

Investigating and Extending Homans' Social Exchange Theory with Large Language Model based Agents

Connecting Large Language Model Agent to High Performance Computing Resource

Regulatory Science Innovation for Generative AI and Large Language Models in Health and Medicine: A Global Call for Action

Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models

Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education

Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models

Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments

DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents

Using Large Language Models for Automated Grading of Student Writing about Science

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge

LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice

Development and Validation of the Provider Documentation Summarization Quality Instrument for Large Language Models

I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution

Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering

GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models

SLIDE: Integrating Speech Language Model with LLM for Spontaneous Spoken Dialogue Generation

Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues