语言大模型 / LLM - arXivDaily 专题

2504.09247 2025-04-15 cs.NE 89%

Large Language Models as Particle Swarm Optimizers

Yamato Shinohara, Jinglue Xu, Tianshui Li, Hitoshi Iba

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

2503.05659 2025-04-14 cs.IR 89%

A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval

Yu Zhang, Shutong Qiao, Jiaqi Zhang, Tzu-Heng Lin, Chen Gao, Yong Li

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

2504.05315 2025-04-09 cs.IR 89%

Coherency Improved Explainable Recommendation via Large Language Model

Shijie Liu, Ruixing Ding, Weihai Lu, Jun Wang, Mo Yu, Xiaoming Shi, Wei Zhang

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

Comments Accepted by AAAI 2025, with 9 pages

2503.04748 2025-04-04 cs.CY 89%

Large Language Models in Healthcare

Mohammed Al-Garadi, Tushar Mungle, Abdulaziz Ahmed, Abeed Sarker, Zhuqi Miao, Michael E. Matheny

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

2503.23281 2025-04-01 cs.CL cs.AI cs.LG 89%

Extracting Patient History from Clinical Text: A Comparative Study of Clinical Large Language Models

Hieu Nghiem, Tuan-Dung Le, Suhao Chen, Thanh Thieu, Andrew Gin, Ellie Phuong Nguyen, Dursun Delen, Johnson Thomas, Jivan Lamichhane, Zhuqi Miao

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

2307.04910 2025-04-01 cs.CY 89%

Medical Misinformation in AI-Assisted Self-Diagnosis: Development of a Method (EvalPrompt) for Analyzing Large Language Models

Troy Zada, Natalie Tam, Francois Barnard, Marlize Van Sittert, Venkat Bhat, Sirisha Rambhatla

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

Comments 11 pages, 3 figures, Journal of Medical Internet Research: Formative Research

Journal ref JMIR Form Res 2025;9:e66207

2503.19742 2025-03-26 cs.NE 89%

Optimizing Photonic Structures with Large Language Model Driven Algorithm Discovery

Haoran Yin, Anna V. Kononova, Thomas Bäck, Niki van Stein

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

2503.16581 2025-03-24 cs.CL cs.AI cs.LG 89%

Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models

Zahra Khalila, Arbi Haza Nasution, Winda Monika, Aytug Onan, Yohei Murakami, Yasir Bin Ismail Radi, Noor Mohammad Osmani

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

Comments 11 pages, keywords: Large-language-models; retrieval-augmented generation; question answering; Quranic studies; Islamic teachings

Journal ref International Journal of Advanced Computer Science and Applications(IJACSA), 16(2), 2025

2407.21368 2025-03-18 cs.CV cs.AI cs.CL cs.LG 89%

Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering

Danfeng Guo, Demetri Terzopoulos

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:004

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)

2503.08182 2025-03-12 cs.SE 89%

Mutation Testing via Iterative Large Language Model-Driven Scientific Debugging

Philipp Straubinger, Marvin Kreis, Stephan Lukasczyk, Gordon Fraser

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

2503.07761 2025-03-12 cs.IR 89%

Uncovering Cross-Domain Recommendation Ability of Large Language Models

Xinyi Liu, Ruijie Wang, Dachun Sun, Dilek Hakkani-Tur, Tarek Abdelzaher

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

Journal ref LLM4ECommerce Workshop at The Web Conference 2025

2503.07627 2025-03-12 cs.LG cs.AI cs.CL cs.CY 89%

Psychological Counseling Ability of Large Language Models

Fangyu Peng, Jingxin Nie

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

Comments 25 pages, 1 figure

2503.05481 2025-03-10 econ.GN q-fin.EC 89%

Maximum Hallucination Standards for Domain-Specific Large Language Models

Tingmingke Lu

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

2503.03462 2025-03-06 cs.CL cs.AI cs.HC cs.LG 89%

Open-Source Large Language Models as Multilingual Crowdworkers: Synthesizing Open-Domain Dialogues in Several Languages With No Examples in Targets and No Machine Translation

Ahmed Njifenjou, Virgile Sucal, Bassam Jabaian, Fabrice Lefèvre

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

2401.17723 2025-03-03 cs.IR 89%

LoRec: Large Language Model for Robust Sequential Recommendation against Poisoning Attacks

Kaike Zhang, Qi Cao, Yunfan Wu, Fei Sun, Huawei Shen, Xueqi Cheng

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

2502.15696 2025-02-25 cs.CL cs.AI cs.IR cs.LG 89%

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations

Zhan Shi, Shanglin Yang

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

2304.01964 2025-02-25 cs.HC 89%

PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models

Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan

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

2502.14592 2025-02-21 cs.CY 89%

"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education

Emma Harvey, Allison Koenecke, Rene F. Kizilcec

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

Comments To appear in the 2025 ACM CHI Conference on Human Factors in Computing Systems (CHI '25)

2502.14302 2025-02-21 cs.CL cs.AI cs.LG 89%

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Shrey Pandit, Jiawei Xu, Junyuan Hong, Zhangyang Wang, Tianlong Chen, Kaidi Xu, Ying Ding

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

Comments Code and dataset are available at https://medhallu.github.io/

2502.14255 2025-02-21 cs.CL cs.AI cs.ET cs.LG 89%

Effects of Prompt Length on Domain-specific Tasks for Large Language Models

Qibang Liu, Wenzhe Wang, Jeffrey Willard

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

2310.14304 2025-02-20 cs.IR 89%

One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems

Zuoli Tang, Zhaoxin Huan, Zihao Li, Xiaolu Zhang, Jun Hu, Chilin Fu, Jun Zhou, Lixin Zou, Chenliang Li

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

Comments 27 pages, 15 figures, 7 tables, Accepted by TOIS

2312.01639 2025-02-18 cs.SE 89%

On the Effectiveness of Large Language Models in Domain-Specific Code Generation

Xiaodong Gu, Meng Chen, Yalan Lin, Yuhan Hu, Hongyu Zhang, Chengcheng Wan, Zhao Wei, Yong Xu, Juhong Wang

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

Comments Accepted by the ACM Transactions on Software Engineering and Methodology (TOSEM 2024)

2502.09058 2025-02-14 cs.IR 89%

Unleashing the Power of Large Language Model for Denoising Recommendation

Shuyao Wang, Zhi Zheng, Yongduo Sui, Hui Xiong

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

Comments 12 pages, 5 figures, 4 tables. Accecpted by WWW 2025

2502.05757 2025-02-11 cs.SD eess.AS eess.SP 89%

Large Language Model-based Nonnegative Matrix Factorization For Cardiorespiratory Sound Separation

Yasaman Torabi, Shahram Shirani, James P. Reilly

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

2501.17326 2025-01-30 cs.CL cs.AI cs.LG 89%

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction

Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S Nori, Eran Halperin, Wei 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、cs.LG

Comments To appear at AAAI 2025

2501.16467 2025-01-29 cs.CV 89%

Cross-Domain Semantic Segmentation with Large Language Model-Assisted Descriptor Generation

Philip Hughes, Larry Burns, Luke Adams

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

2501.14105 2025-01-27 cs.CL cs.AI cs.IR cs.LG 89%

MedSlice: Fine-Tuned Large Language Models for Secure Clinical Note Sectioning

Joshua Davis, Thomas Sounack, Kate Sciacca, Jessie M Brain, Brigitte N Durieux, Nicole D Agaronnik, Charlotta Lindvall

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

Comments Our code is publicly available on github ( https://github.com/lindvalllab/MedSlice )

2501.10871 2025-01-22 cs.IR 89%

Enhancing User Intent for Recommendation Systems via Large Language Models

Xiaochuan Xu, Zeqiu Xu, Peiyang Yu, Jiani Wang

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

Comments CAIMLR 2024 accepted

2501.04277 2025-01-09 physics.comp-ph cond-mat.mtrl-sci 89%

Exploring the Expertise of Large Language Models in Materials Science and Metallurgical Engineering

Christophe Bajan, Guillaume Lambard

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

Comments 13 pages, 6 figures, 5 tables, accepted in Digital Discovery

2501.00564 2025-01-03 cond-mat.mtrl-sci cs.DL 89%

Large Language Model-Driven Database for Thermoelectric Materials

Suman Itani, Yibo Zhang, Jiadong Zang

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

1. 领域大模型 12659 篇

Large Language Models as Particle Swarm Optimizers

A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval

Coherency Improved Explainable Recommendation via Large Language Model

Large Language Models in Healthcare

Extracting Patient History from Clinical Text: A Comparative Study of Clinical Large Language Models

Medical Misinformation in AI-Assisted Self-Diagnosis: Development of a Method (EvalPrompt) for Analyzing Large Language Models

Optimizing Photonic Structures with Large Language Model Driven Algorithm Discovery

Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models

Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering

Mutation Testing via Iterative Large Language Model-Driven Scientific Debugging

Uncovering Cross-Domain Recommendation Ability of Large Language Models

Psychological Counseling Ability of Large Language Models

Maximum Hallucination Standards for Domain-Specific Large Language Models

Open-Source Large Language Models as Multilingual Crowdworkers: Synthesizing Open-Domain Dialogues in Several Languages With No Examples in Targets and No Machine Translation

LoRec: Large Language Model for Robust Sequential Recommendation against Poisoning Attacks

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations

PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models

"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Effects of Prompt Length on Domain-specific Tasks for Large Language Models

One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems

On the Effectiveness of Large Language Models in Domain-Specific Code Generation

Unleashing the Power of Large Language Model for Denoising Recommendation

Large Language Model-based Nonnegative Matrix Factorization For Cardiorespiratory Sound Separation

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction

Cross-Domain Semantic Segmentation with Large Language Model-Assisted Descriptor Generation

MedSlice: Fine-Tuned Large Language Models for Secure Clinical Note Sectioning

Enhancing User Intent for Recommendation Systems via Large Language Models

Exploring the Expertise of Large Language Models in Materials Science and Metallurgical Engineering

Large Language Model-Driven Database for Thermoelectric Materials