语言大模型 / LLM - arXivDaily 专题

2504.00752 2025-04-02 cs.CL cs.AI cs.DL 88%

LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models

Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, Erwin Kessels

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, 3 figures, to appear in the Extended Semantic Web Conference (ESWC 2025) proceedings in the Resource track

2504.00061 2025-04-02 cs.CL cs.AI 88%

Evaluating the Feasibility and Accuracy of Large Language Models for Medical History-Taking in Obstetrics and Gynecology

Dou Liu, Ying Long, Sophia Zuoqiu, Tian Tang, Rong Yin

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 IISE 2025 annual conference

2310.14558 2025-04-02 cs.CL cs.AI 88%

AlpaCare:Instruction-tuned Large Language Models for Medical Application

Xinlu Zhang, Chenxin Tian, Xianjun Yang, Lichang Chen, Zekun Li, Linda Ruth Petzold

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

2407.03387 2025-03-25 cs.SE cs.AI cs.CL 88%

ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages

Mehant Kammakomati, Sameer Pimparkhede, Srikanth Tamilselvam, Prince Kumar, Pushpak Bhattacharyya

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

2503.00025 2025-03-18 cs.CL cs.AI 88%

Evaluating Large Language Models on the Spanish Medical Intern Resident (MIR) Examination 2024/2025:A Comparative Analysis of Clinical Reasoning and Knowledge Application

Carlos Luengo Vera, Ignacio Ferro Picon, M. Teresa del Val Nunez, Jose Andres Gomez Gandia, Antonio de Lucas Ancillo, Victor Ramos Arroyo, Carlos Milan Figueredo

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 26 pages, 1 table, 7 figures

2409.09047 2025-03-11 cs.CY cs.AI cs.HC cs.LG 88%

AI Meets the Classroom: When Do Large Language Models Harm Learning?

Matthias Lehmann, Philipp B. Cornelius, Fabian J. Sting

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

2503.04873 2025-03-10 cs.CL cs.AI q-fin.CP 88%

Are Large Language Models Good In-context Learners for Financial Sentiment Analysis?

Xinyu Wei, Luojia 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 Accepted by ICLR 2025 Workshop on Advances in Financial AI

2405.20680 2025-03-07 cs.AI cs.CL 88%

Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models

Mingda Li, Xinyu Li, Yifan Chen, Wenfeng Xuan, Weinan 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

Comments ACL 2024 (findings)

2409.15907 2025-02-26 cs.CL cs.AI 88%

Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection

Xingyu Ma, Xin Tian, Lingxiang Wu, Xuepeng Wang, Xueming Tang, Jinqiao 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

Comments This paper has been accepted by ECAI 2024

2308.14321 2025-02-26 cs.CL cs.AI 88%

Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

Yanjun Gao, Ruizhe Li, Emma Croxford, John Caskey, Brian W Patterson, Matthew Churpek, Timothy Miller, Dmitriy Dligach, 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

Comments Published in JMIR AI

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

1. 领域大模型 12554 篇

LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models

Evaluating the Feasibility and Accuracy of Large Language Models for Medical History-Taking in Obstetrics and Gynecology

AlpaCare:Instruction-tuned Large Language Models for Medical Application

ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages

Evaluating Large Language Models on the Spanish Medical Intern Resident (MIR) Examination 2024/2025:A Comparative Analysis of Clinical Reasoning and Knowledge Application

AI Meets the Classroom: When Do Large Language Models Harm Learning?

Are Large Language Models Good In-context Learners for Financial Sentiment Analysis?

Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models

Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection

Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

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?