语言大模型 / LLM - arXivDaily 专题

2310.06491 2024-07-26 cs.IR 89%

Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation

Xinyu Lin, Wenjie Wang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua

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

Comments Accepted by KDD 2024

2407.01948 2024-07-03 cs.CL cs.AI cs.LG 89%

Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation

Pablo Messina, René Vidal, Denis Parra, Álvaro Soto, Vladimir Araujo

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 Accepted to ACL 2024 (Findings)

2407.01627 2024-07-03 cs.IR 89%

Potential Renovation of Information Search Process with the Power of Large Language Model for Healthcare

Forhan Bin Emdad, Mohammad Ishtiaque Rahman

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

2406.15499 2024-06-25 cond-mat.mtrl-sci 89%

Exploring large language models for microstructure evolution in materials

Prathamesh Satpute, Saurabh Tiwari, Maneet Gupta, Supriyo Ghosh

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

Journal ref Materials Today Communications, 2024

2404.10496 2024-06-25 cs.IR 89%

Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering

Xiaoyang Chen, Ben He, Hongyu Lin, Xianpei Han, Tianshu Wang, Boxi Cao, Le Sun, Yingfei Sun

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

Comments Accepted to ACL2024

2310.19275 2024-06-19 cs.HC 89%

Eliciting Topic Hierarchies from Large Language Models

Grace Li, Tao Long, Lydia B. Chilton

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

Comments 6 pages, 6 figures

2406.10934 2024-06-18 physics.ed-ph cs.HC 89%

Beyond Answers: Large Language Model-Powered Tutoring System in Physics Education for Deep Learning and Precise Understanding

Zhoumingju Jiang, Mengjun Jiang

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

Comments 13 pages, 3 figures, CSCW 2O24

2406.07259 2024-06-12 cs.CL cs.AI cs.LG 89%

Scientific Computing with Large Language Models

Christopher Culver, Peter Hicks, Mihailo Milenkovic, Sanjif Shanmugavelu, Tobias Becker

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 13 pages

2406.05872 2024-06-11 cs.LG cs.AI cs.CL 89%

STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models

Shreyas Basavatia, Keerthiram Murugesan, Shivam Ratnakar

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 (Findings)

2406.00667 2024-06-05 eess.IV cs.AI cs.CL cs.CV cs.LG 89%

An Early Investigation into the Utility of Multimodal Large Language Models in Medical Imaging

Sulaiman Khan, Md. Rafiul Biswas, Alina Murad, Hazrat Ali, Zubair Shah

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 Accepted in Fifth IEEE Workshop on Artificial Intelligence for HealthCare, IEEE 25th International Conference on Information Reuse and Integration for Data Science

2405.16413 2024-05-29 cs.AI cs.CL cs.LG stat.AP 89%

Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models

Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou

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

2405.10098 2024-05-17 cs.NE 89%

When Large Language Model Meets Optimization

Sen Huang, Kaixiang Yang, Sheng Qi, Rui Wang

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

2309.14726 2024-05-07 cs.CV cs.AI cs.CE cs.CL cs.LG 89%

PLMM: Personal Large Language Models on Mobile Devices

Yuanhao Gong

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 arXiv admin note: substantial text overlap with arXiv:2307.13221

2405.01874 2024-05-06 cs.SE 89%

Automated Control Logic Test Case Generation using Large Language Models

Heiko Koziolek, Virendra Ashiwal, Soumyadip Bandyopadhyay, Chandrika K R

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

2310.19046 2024-04-29 cs.NE 89%

Large Language Models as Evolutionary Optimizers

Shengcai Liu, Caishun Chen, Xinghua Qu, Ke Tang, Yew-Soon Ong

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

Comments Accepted by CEC 2024

2404.13267 2024-04-23 cs.SI 89%

Demystify Adult Learning: A Social Network and Large Language Model Assisted Approach

Fang Liu, Bosheng Ding, Chong Guan, Zhang Wei, Dusit Niyato, Justina Tan

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

Comments 6 pages, 3 figures

2311.09049 2024-04-22 cs.IR 89%

Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation

Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen

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

Comments Accepted by ICDE 2024

2404.00245 2024-04-02 cs.IR 89%

Aligning Large Language Models with Recommendation Knowledge

Yuwei Cao, Nikhil Mehta, Xinyang Yi, Raghunandan Keshavan, Lukasz Heldt, Lichan Hong, Ed H. Chi, Maheswaran Sathiamoorthy

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

Comments Accepted to the NAACL 2024 Findings

2403.18348 2024-03-28 cs.IR 89%

Sequential Recommendation with Latent Relations based on Large Language Model

Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang

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

Comments Accepted by SIGIR 2024

2403.01744 2024-03-26 cs.IR 89%

NoteLLM: A Retrievable Large Language Model for Note Recommendation

Chao Zhang, Shiwei Wu, Haoxin Zhang, Tong Xu, Yan Gao, Yao Hu, Di Wu, Enhong Chen

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

Comments Published as a WWW'24 full paper

2403.05045 2024-03-11 cs.CL cs.AI cs.LG 89%

Are Human Conversations Special? A Large Language Model Perspective

Toshish Jawale, Chaitanya Animesh, Sekhar Vallath, Kartik Talamadupula, Larry Heck

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

2401.16822 2024-03-11 cs.CV 89%

EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain

Wei Zhang, Miaoxin Cai, Tong Zhang, Yin Zhuang, Xuerui Mao

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

2311.05462 2024-02-27 cs.CR cs.SY eess.SY 89%

ChatGPT and Other Large Language Models for Cybersecurity of Smart Grid Applications

Aydin Zaboli, Seong Lok Choi, Tai-Jin Song, Junho Hong

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

Comments 5 pages, 2 figures, Accepted, 2024 IEEE Power & Energy Society General Meeting (PESGM), Seattle, WA, USA

2402.15215 2024-02-26 cs.IR 89%

Item-side Fairness of Large Language Model-based Recommendation System

Meng Jiang, Keqin Bao, Jizhi Zhang, Wenjie Wang, Zhengyi Yang, Fuli Feng, Xiangnan He

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

Comments Accepted by the Proceedings of the ACM Web Conference 2024

2402.06216 2024-02-23 cs.IR 89%

Understanding the Role of Cross-Entropy Loss in Fairly Evaluating Large Language Model-based Recommendation

Cong Xu, Zhangchi Zhu, Jun Wang, Jianyong Wang, Wei Zhang

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

Comments 16 pages

2307.04340 2024-02-13 cond-mat.mtrl-sci 89%

Crystal Structure Generation with Autoregressive Large Language Modeling

Luis M. Antunes, Keith T. Butler, Ricardo Grau-Crespo

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

Comments Added new results and supplementary information

2312.07125 2024-02-06 cs.CV 89%

TransMed: Large Language Models Enhance Vision Transformer for Biomedical Image Classification

Kaipeng Zheng, Weiran Huang, Lichao Sun

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

2309.12074 2024-01-31 physics.ed-ph 89%

How understanding large language models can inform the use of ChatGPT in physics education

Giulia Polverini, Bor Gregorcic

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

Journal ref European Journal of Physics 45 (2024) 025701

2401.12453 2024-01-24 cs.CY cs.HC 89%

"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education

Kyrie Zhixuan Zhou, Zachary Kilhoffer, Madelyn Rose Sanfilippo, Ted Underwood, Ece Gumusel, Mengyi Wei, Abhinav Choudhry, Jinjun Xiong

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

2401.11011 2024-01-23 q-fin.GN q-fin.CP q-fin.TR 89%

BioFinBERT: Finetuning Large Language Models (LLMs) to Analyze Sentiment of Press Releases and Financial Text Around Inflection Points of Biotech Stocks

Valentina Aparicio, Daniel Gordon, Sebastian G. Huayamares, Yuhuai Luo

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

Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation

Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation

Potential Renovation of Information Search Process with the Power of Large Language Model for Healthcare

Exploring large language models for microstructure evolution in materials

Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering

Eliciting Topic Hierarchies from Large Language Models

Beyond Answers: Large Language Model-Powered Tutoring System in Physics Education for Deep Learning and Precise Understanding

Scientific Computing with Large Language Models

STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models

An Early Investigation into the Utility of Multimodal Large Language Models in Medical Imaging

Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models

When Large Language Model Meets Optimization

PLMM: Personal Large Language Models on Mobile Devices

Automated Control Logic Test Case Generation using Large Language Models

Large Language Models as Evolutionary Optimizers

Demystify Adult Learning: A Social Network and Large Language Model Assisted Approach

Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation

Aligning Large Language Models with Recommendation Knowledge

Sequential Recommendation with Latent Relations based on Large Language Model

NoteLLM: A Retrievable Large Language Model for Note Recommendation

Are Human Conversations Special? A Large Language Model Perspective

EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain

ChatGPT and Other Large Language Models for Cybersecurity of Smart Grid Applications

Item-side Fairness of Large Language Model-based Recommendation System

Understanding the Role of Cross-Entropy Loss in Fairly Evaluating Large Language Model-based Recommendation

Crystal Structure Generation with Autoregressive Large Language Modeling

TransMed: Large Language Models Enhance Vision Transformer for Biomedical Image Classification

How understanding large language models can inform the use of ChatGPT in physics education

"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education

BioFinBERT: Finetuning Large Language Models (LLMs) to Analyze Sentiment of Press Releases and Financial Text Around Inflection Points of Biotech Stocks