语言大模型 / LLM - arXivDaily 专题

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)

2408.04163 2024-12-31 cs.SI 89%

Academic collaboration on large language model studies increases overall but varies across disciplines

Lingyao Li, Ly Dinh, Songhua Hu, Libby Hemphill

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

2402.09176 2024-12-30 cs.IR 89%

Large Language Model Simulator for Cold-Start Recommendation

Feiran Huang, Yuanchen Bei, Zhenghang Yang, Junyi Jiang, Hao Chen, Qijie Shen, Senzhang Wang, Fakhri Karray, Philip S. Yu

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

Comments 10 pages, accepted by WSDM 2025

2412.15931 2024-12-23 cs.SE cs.CR 89%

Large Language Model assisted Hybrid Fuzzing

Ruijie Meng, Gregory J. Duck, Abhik Roychoudhury

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

Comments 20 pages, 8 figures

2403.13369 2024-12-18 cs.CL cs.AI cs.LG 89%

Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting

Phillip Richter-Pechanski, Philipp Wiesenbach, Dominic M. Schwab, Christina Kiriakou, Nicolas Geis, Christoph Dieterich, Anette Frank

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 Paper accepted for publication in the journal: Natural Language Engineering (Cambridge Core)

Journal ref Natural Language Processing. Published online 2024:1-24

2412.10848 2024-12-17 cs.CL cs.AI cs.LG 89%

Large Language Models for Medical Forecasting -- Foresight 2

Zeljko Kraljevic, Joshua Au Yeung, Daniel Bean, James Teo, Richard J. Dobson

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

2412.09248 2024-12-13 cs.CY 89%

A Systematic Review of Knowledge Tracing and Large Language Models in Education: Opportunities, Issues, and Future Research

Yongwan Cho, Rabia Emhamed AlMamlook, Tasnim Gharaibeh

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

Comments 20 pages

2412.05543 2024-12-10 cs.IR 89%

ULMRec: User-centric Large Language Model for Sequential Recommendation

Minglai Shao, Hua Huang, Qiyao Peng, Hongtao Liu

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

2412.00491 2024-12-03 cs.IR 89%

CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models

Yan Wang, Jimin Huang, Huan He, Vincent Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong

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

Comments 11 pages,4 figures

2411.14914 2024-11-25 cs.IR 89%

A Reproducibility and Generalizability Study of Large Language Models for Query Generation

Moritz Staudinger, Wojciech Kusa, Florina Piroi, Aldo Lipani, Allan Hanbury

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

2411.12280 2024-11-20 cond-mat.mtrl-sci physics.comp-ph 89%

Large Language Models for Material Property Predictions: elastic constant tensor prediction and materials design

Siyu Liu, Tongqi Wen, Beilin Ye, Zhuoyuan Li, David J. Srolovitz

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

2406.07571 2024-11-19 cs.CY 89%

Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms

Harsh Kumar, Ruiwei Xiao, Benjamin Lawson, Ilya Musabirov, Jiakai Shi, Xinyuan Wang, Huayin Luo, Joseph Jay Williams, Anna Rafferty, John Stamper, Michael Liut

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

Comments Accepted at L@S'24

2403.00828 2024-11-19 cs.CL cs.AI cs.LG 89%

Deep Learning Detection Method for Large Language Models-Generated Scientific Content

Bushra Alhijawi, Rawan Jarrar, Aseel AbuAlRub, Arwa Bader

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

2312.16275 2024-11-19 cs.IR cs.MM 89%

Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models

Fan Liu, Yaqi Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan Kankanhalli

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

Comments Accepted by ACM TOIS

2410.23851 2024-11-01 cs.IR 89%

Leveraging Large Language Models for Medical Information Extraction and Query Generation

Georgios Peikos, Pranav Kasela, Gabriella Pasi

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

Comments Accepted in WI-IAT '24

2410.15998 2024-10-22 cs.CL cs.AI cs.LG 89%

1024m at SMM4H 2024: Tasks 3, 5 & 6 -- Ensembles of Transformers and Large Language Models for Medical Text Classification

Ram Mohan Rao Kadiyala, M. V. P. Chandra Sekhara Rao

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 short paper , acl 2024

2410.12829 2024-10-18 cs.IR 89%

Leveraging Large Language Models to Enhance Personalized Recommendations in E-commerce

Wei Xu, Jue Xiao, Jianlong Chen

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

Comments This paper has been accepted by the 5th International Conference on Electrical, Communication and Computer Engineering (ICECCE 2024)

2408.04187 2024-10-17 cs.CV 89%

Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Junde Wu, Jiayuan Zhu, Yunli Qi, Jingkun Chen, Min Xu, Filippo Menolascina, Vicente Grau

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

2410.02811 2024-10-07 cs.AI cs.CL cs.LG 89%

SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs

Hanzhu Chen, Xu Shen, Qitan Lv, Jie Wang, Xiaoqi Ni, Jieping Ye

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 ACL 2024 Main

2410.01089 2024-10-03 cs.CV 89%

FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

Peiran Wu, Che Liu, Canyu Chen, Jun Li, Cosmin I. Bercea, Rossella Arcucci

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

2312.10743 2024-09-27 cs.IR 89%

A Unified Framework for Multi-Domain CTR Prediction via Large Language Models

Zichuan Fu, Xiangyang Li, Chuhan Wu, Yichao Wang, Kuicai Dong, Xiangyu Zhao, Mengchen Zhao, Huifeng Guo, Ruiming Tang

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

Comments Accept By ACM TRANSACTIONS ON INFORMATION SYSTEMS(TOIS)

1. 领域大模型 12534 篇

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

Academic collaboration on large language model studies increases overall but varies across disciplines

Large Language Model Simulator for Cold-Start Recommendation

Large Language Model assisted Hybrid Fuzzing

Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting

Large Language Models for Medical Forecasting -- Foresight 2

A Systematic Review of Knowledge Tracing and Large Language Models in Education: Opportunities, Issues, and Future Research

ULMRec: User-centric Large Language Model for Sequential Recommendation

CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models

A Reproducibility and Generalizability Study of Large Language Models for Query Generation

Large Language Models for Material Property Predictions: elastic constant tensor prediction and materials design

Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms

Deep Learning Detection Method for Large Language Models-Generated Scientific Content

Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models

Leveraging Large Language Models for Medical Information Extraction and Query Generation

1024m at SMM4H 2024: Tasks 3, 5 & 6 -- Ensembles of Transformers and Large Language Models for Medical Text Classification

Leveraging Large Language Models to Enhance Personalized Recommendations in E-commerce

Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs

FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks

A Unified Framework for Multi-Domain CTR Prediction via Large Language Models