语言大模型 / LLM - arXivDaily 专题

2502.15745 2025-02-25 cs.CL cs.DL cs.LG 88%

On the Effectiveness of Large Language Models in Automating Categorization of Scientific Texts

Gautam Kishore Shahi, Oliver Hummel

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

2502.15040 2025-02-24 cs.CL cs.AI 88%

Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation

Yun-Wei Chu, Kai Zhang, Christopher Malon, Martin Renqiang Min

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 GenAI4Health - AAAI '25

2402.03349 2025-02-18 physics.geo-ph cs.AI cs.LG physics.ao-ph 88%

When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges

Abdenour Hadid, Tanujit Chakraborty, Daniel Busby

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

Journal ref Expert Systems, 2024, Volume: 41, Issue: 10

2304.00008 2025-02-14 cs.AI cs.CL cs.CY 88%

On the Creativity of Large Language Models

Giorgio Franceschelli, Mirco Musolesi

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 Published in AI & SOCIETY at https://link.springer.com/article/10.1007/s00146-024-02127-3

Journal ref AI & Soc (2024)

2502.06669 2025-02-11 cs.CL cs.AI 88%

Boosting Self-Efficacy and Performance of Large Language Models via Verbal Efficacy Stimulations

Rui Chen, Tailai Peng, Xinran Xie, Dekun Lin, Zhe Cui, Zheng Chen

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 to be published in ICONIP 2024

2502.03004 2025-02-06 cs.CL cs.AI 88%

MedBioLM: Optimizing Medical and Biological QA with Fine-Tuned Large Language Models and Retrieval-Augmented Generation

Seonok Kim

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

2502.01059 2025-02-04 cs.CL cs.AI 88%

Knowledge Synthesis of Photosynthesis Research Using a Large Language Model

Seungri Yoon, Woosang Jeon, Sanghyeok Choi, Taehyeong Kim, Tae In Ahn

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 17 pages, 6 figures

2501.18287 2025-01-31 cs.CL cs.AI cs.DL 88%

Mining for Species, Locations, Habitats, and Ecosystems from Scientific Papers in Invasion Biology: A Large-Scale Exploratory Study with Large Language Models

Jennifer D'Souza, Zachary Laubach, Tarek Al Mustafa, Sina Zarrieß, Robert Frühstückl, Phyllis Illari

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 8 pages, 2 figures, accepted to the NLP4Ecology Workshop 2025 (https://nlp4ecology2025.di.unito.it/) co-located with the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies

2501.15022 2025-01-28 cs.CL cs.AI 88%

Using Large Language Models for education managements in Vietnamese with low resources

Duc Do Minh, Vinh Nguyen Van, Thang Dam Cong

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 15 pages; 13 figures; 9 tables

2501.11114 2025-01-22 cs.CL cs.AI 88%

Clinical trial cohort selection using Large Language Models on n2c2 Challenges

Chi-en Amy Tai, Xavier Tannier

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

2410.03762 2025-01-17 cs.HC cs.AI cs.CL cs.CY 88%

Getting in the Door: Streamlining Intake in Civil Legal Services with Large Language Models

Quinten Steenhuis, Hannes Westermann

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

2309.04175 2025-01-14 cs.CL cs.AI 88%

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese

Haochun Wang, Sendong Zhao, Zewen Qiang, Zijian Li, Nuwa Xi, Yanrui Du, MuZhen Cai, Haoqiang Guo, Yuhan Chen, Haoming Xu, Bing Qin, Ting 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

Comments 11 pages, 5 figures

2412.13720 2025-01-09 cs.CL cs.AI 88%

Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models

Jincheol Jung, Hongju Jeong, Eui-Nam Huh

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

2501.03292 2025-01-08 cs.LG cs.AI 88%

Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model

Naibo Wang, Yuchen Deng, Shichen Fan, Jianwei Yin, See-Kiong Ng

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

2501.00644 2025-01-03 cs.CL cs.AI 88%

Efficient Standardization of Clinical Notes using Large Language Models

Daniel B. Hier, Michael D. Carrithers, Thanh Son Do, Tayo Obafemi-Ajayi

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

2412.17821 2024-12-25 cs.CL cs.AI 88%

The Rosetta Paradox: Domain-Specific Performance Inversions in Large Language Models

Basab Jha, Ujjwal Puri

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 15 pages, 7 figures

2412.16486 2024-12-24 cs.CL cs.CY cs.LG cs.SI 88%

Evaluating the Performance of Large Language Models in Scientific Claim Detection and Classification

Tanjim Bin Faruk

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

2412.16341 2024-12-24 cs.LG cs.CL 88%

A Machine Learning Approach for Emergency Detection in Medical Scenarios Using Large Language Models

Ferit Akaybicen, Aaron Cummings, Lota Iwuagwu, Xinyue Zhang, Modupe Adewuyi

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

2412.01955 2024-12-05 cs.CL cs.AI 88%

The use of large language models to enhance cancer clinical trial educational materials

Mingye Gao, Aman Varshney, Shan Chen, Vikram Goddla, Jack Gallifant, Patrick Doyle, Claire Novack, Maeve Dillon-Martin, Teresia Perkins, Xinrong Correia, Erik Duhaime, Howard Isenstein, Elad Sharon, Lisa Soleymani Lehmann, David Kozono, Brian Anthony, Dmitriy Dligach, Danielle S. Bitterman

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

2412.02368 2024-12-04 cs.AI cs.CL cs.CV 88%

ScImage: How Good Are Multimodal Large Language Models at Scientific Text-to-Image Generation?

Leixin Zhang, Steffen Eger, Yinjie Cheng, Weihe Zhai, Jonas Belouadi, Christoph Leiter, Simone Paolo Ponzetto, Fahimeh Moafian, Zhixue Zhao

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

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

1. 领域大模型 12659 篇

On the Effectiveness of Large Language Models in Automating Categorization of Scientific Texts

Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation

When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges

On the Creativity of Large Language Models

Boosting Self-Efficacy and Performance of Large Language Models via Verbal Efficacy Stimulations

MedBioLM: Optimizing Medical and Biological QA with Fine-Tuned Large Language Models and Retrieval-Augmented Generation

Knowledge Synthesis of Photosynthesis Research Using a Large Language Model

Mining for Species, Locations, Habitats, and Ecosystems from Scientific Papers in Invasion Biology: A Large-Scale Exploratory Study with Large Language Models

Using Large Language Models for education managements in Vietnamese with low resources

Clinical trial cohort selection using Large Language Models on n2c2 Challenges

Getting in the Door: Streamlining Intake in Civil Legal Services with Large Language Models

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese

Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models

Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model

Efficient Standardization of Clinical Notes using Large Language Models

The Rosetta Paradox: Domain-Specific Performance Inversions in Large Language Models

Evaluating the Performance of Large Language Models in Scientific Claim Detection and Classification

A Machine Learning Approach for Emergency Detection in Medical Scenarios Using Large Language Models

The use of large language models to enhance cancer clinical trial educational materials

ScImage: How Good Are Multimodal Large Language Models at Scientific Text-to-Image Generation?

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