语言大模型 / LLM - arXivDaily 专题

2307.15051 2024-11-19 cs.CL cs.AI 88%

Matching Patients to Clinical Trials with Large Language Models

Qiao Jin, Zifeng Wang, Charalampos S. Floudas, Fangyuan Chen, Changlin Gong, Dara Bracken-Clarke, Elisabetta Xue, Yifan Yang, Jimeng Sun, Zhiyong Lu

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

Comments Nature Communications

2411.10137 2024-11-18 cs.CL cs.AI 88%

Legal Evalutions and Challenges of Large Language Models

Jiaqi Wang, Huan Zhao, Zhenyuan Yang, Peng Shu, Junhao Chen, Haobo Sun, Ruixi Liang, Shixin Li, Pengcheng Shi, Longjun Ma, Zongjia Liu, Zhengliang Liu, Tianyang Zhong, Yutong Zhang, Chong Ma, Xin Zhang, Tuo Zhang, Tianli Ding, Yudan Ren, Tianming Liu, Xi Jiang, Shu Zhang

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

2411.02523 2024-11-06 cs.CL cs.AI 88%

Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes

Balu Bhasuran, Qiao Jin, Yuzhang Xie, Carl Yang, Karim Hanna, Jennifer Costa, Cindy Shavor, Zhiyong Lu, Zhe He

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

2405.19561 2024-11-05 cs.AI cs.CL 88%

Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models

Venkat Venkatasubramanian, Arijit Chakraborty

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

2410.21418 2024-10-30 cs.AI cs.CL 88%

Large Language Models for Manufacturing

Yiwei Li, Huaqin Zhao, Hanqi Jiang, Yi Pan, Zhengliang Liu, Zihao Wu, Peng Shu, Jie Tian, Tianze Yang, Shaochen Xu, Yanjun Lyu, Parker Blenk, Jacob Pence, Jason Rupram, Eliza Banu, Ninghao Liu, Linbing Wang, Wenzhan Song, Xiaoming Zhai, Kenan Song, Dajiang Zhu, Beiwen Li, Xianqiao Wang, Tianming Liu

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

2410.20428 2024-10-29 cs.CL cs.AI 88%

MedGo: A Chinese Medical Large Language Model

Haitao Zhang, Bo An

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

Comments 12 pages, 1 figure

2410.19451 2024-10-28 cs.CL cs.AI 88%

Intelligent Understanding of Large Language Models in Traditional Chinese Medicine Based on Prompt Engineering Framework

Yirui Chen, Qinyu Xiao, Jia Yi, Jing Chen, Mengyang Wang

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

2403.00953 2024-10-28 cs.CL cs.AI 88%

AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models

Lang Cao, Jimeng Sun, Adam Cross

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

2410.14146 2024-10-21 cs.AI cs.HC cs.LG cs.SI 88%

CausalChat: Interactive Causal Model Development and Refinement Using Large Language Models

Yanming Zhang, Akshith Kota, Eric Papenhausen, Klaus Mueller

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

2410.12852 2024-10-18 cs.CL cs.LG 88%

The Large Language Model GreekLegalRoBERTa

Vasileios Saketos, Despina-Athanasia Pantazi, Manolis Koubarakis

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

2410.10853 2024-10-16 cs.CL cs.AI 88%

Mitigating Hallucinations Using Ensemble of Knowledge Graph and Vector Store in Large Language Models to Enhance Mental Health Support

Abdul Muqtadir, Hafiz Syed Muhammad Bilal, Ayesha Yousaf, Hafiz Farooq Ahmed, Jamil Hussain

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

2410.10852 2024-10-16 cs.CL cs.AI 88%

SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance

Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs

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

2401.09637 2024-10-16 cs.HC cs.AI cs.CL 88%

Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study

Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara Lam, Hussein Mozannar, Chloe O'Connell, Mercy Asiedu, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Monica Agrawal, Marzyeh Ghassemi, David Sontag

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

2410.04347 2024-10-08 cs.LG cs.CL 88%

Latent Feature Mining for Predictive Model Enhancement with Large Language Models

Bingxuan Li, Pengyi Shi, Amy Ward

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

2410.03134 2024-10-07 cs.LG cs.AI eess.SP 88%

Remaining Useful Life Prediction: A Study on Multidimensional Industrial Signal Processing and Efficient Transfer Learning Based on Large Language Models

Yan Chen, Cheng Liu

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

2410.02507 2024-10-04 cs.AI cs.CL 88%

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration

Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, tianqianjin lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu

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

2409.17171 2024-10-03 cs.CL cs.AI 88%

Cross-Domain Content Generation with Domain-Specific Small Language Models

Ankit Maloo, Abhinav Garg

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

Comments 15 pages

2409.18988 2024-10-01 cs.CL cs.AI econ.GN q-fin.EC 88%

A Unified Framework to Classify Business Activities into International Standard Industrial Classification through Large Language Models for Circular Economy

Xiang Li, Lan Zhao, Junhao Ren, Yajuan Sun, Chuan Fu Tan, Zhiquan Yeo, Gaoxi Xiao

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

Comments 6 pages, 2 figures, accepted in 2024 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2024)

2409.18812 2024-09-30 cs.CL cs.AI cs.DL 88%

LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis

Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer

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

Comments 12 pages, 3 figures, Accepted to JCDL 2024 Research Track

2409.18170 2024-09-30 cs.CL cs.AI 88%

Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review

Emma Croxford, Yanjun Gao, Nicholas Pellegrino, Karen K. Wong, Graham Wills, Elliot First, Frank J. 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)；分类 cs.CL、cs.AI

2409.14638 2024-09-25 cs.CL cs.LG 88%

Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Coding

Bokang Bi, Leibo Liu, Sanja Lujic, Louisa Jorm, Oscar Perez-Concha

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

Comments 20 pages, 4 figures

2402.18099 2024-09-24 cs.CL cs.AI 88%

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models

Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Wanyu Wang, Yuyang Ye, Xiangyu Zhao, Enhong Chen, Yefeng Zheng

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

Comments Accepted by CIKM 2024

2406.02377 2024-09-24 cs.IR cs.AI cs.CL 88%

XRec: Large Language Models for Explainable Recommendation

Qiyao Ma, Xubin Ren, Chao Huang

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

Comments Accepted to EMNLP 2024 Findings

2409.04481 2024-09-10 q-bio.QM cs.AI cs.LG 88%

Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials

Yizhen Zheng, Huan Yee Koh, Maddie Yang, Li Li, Lauren T. May, Geoffrey I. Webb, Shirui Pan, George Church

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

2405.11983 2024-09-06 cs.CL cs.AI 88%

A review on the use of large language models as virtual tutors

Silvia García-Méndez, Francisco de Arriba-Pérez, María del Carmen Somoza-López

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

Journal ref Science & Education (2024), 1-16

2402.16567 2024-09-06 cs.CL cs.AI cs.DB 88%

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL

Yuanyuan Liang, Keren Tan, Tingyu Xie, Wenbiao Tao, Siyuan Wang, Yunshi Lan, Weining Qian

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

Comments 13 pages,2 figures

2409.00940 2024-09-04 cs.CL cs.AI 88%

Large Language Models for Automatic Detection of Sensitive Topics

Ruoyu Wen, Stephanie Elena Crowe, Kunal Gupta, Xinyue Li, Mark Billinghurst, Simon Hoermann, Dwain Allan, Alaeddin Nassani, Thammathip Piumsomboon

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

Comments 2024 Oz CHI conference

2408.17316 2024-09-02 cs.AI cs.CL 88%

Bridging Domain Knowledge and Process Discovery Using Large Language Models

Ali Norouzifar, Humam Kourani, Marcus Dees, Wil van der Aalst

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

Comments This paper is accepted at the AI4BPM 2024 workshop and to be published in their proceedings

2408.13609 2024-08-28 cs.DB cs.CL cs.LG 88%

GNN: Graph Neural Network and Large Language Model for Data Discovery

Thomas Hoang

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

2405.20775 2024-08-22 cs.CR cs.AI cs.CL cs.MM 88%

Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models

Xijie Huang, Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan

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

1. 领域大模型 12554 篇

Matching Patients to Clinical Trials with Large Language Models

Legal Evalutions and Challenges of Large Language Models

Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes

Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models

Large Language Models for Manufacturing

MedGo: A Chinese Medical Large Language Model

Intelligent Understanding of Large Language Models in Traditional Chinese Medicine Based on Prompt Engineering Framework

AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models

CausalChat: Interactive Causal Model Development and Refinement Using Large Language Models

The Large Language Model GreekLegalRoBERTa

Mitigating Hallucinations Using Ensemble of Knowledge Graph and Vector Store in Large Language Models to Enhance Mental Health Support

SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance

Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study

Latent Feature Mining for Predictive Model Enhancement with Large Language Models

Remaining Useful Life Prediction: A Study on Multidimensional Industrial Signal Processing and Efficient Transfer Learning Based on Large Language Models

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration

Cross-Domain Content Generation with Domain-Specific Small Language Models

A Unified Framework to Classify Business Activities into International Standard Industrial Classification through Large Language Models for Circular Economy

LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis

Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review

Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Coding

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models

XRec: Large Language Models for Explainable Recommendation

Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials

A review on the use of large language models as virtual tutors

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL

Large Language Models for Automatic Detection of Sensitive Topics

Bridging Domain Knowledge and Process Discovery Using Large Language Models

GNN: Graph Neural Network and Large Language Model for Data Discovery

Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models