语言大模型 / LLM - arXivDaily 专题

2409.11798 2024-09-19 cs.CL cs.AI cs.IR cs.LG 89%

The Factuality of Large Language Models in the Legal Domain

Rajaa El Hamdani, Thomas Bonald, Fragkiskos Malliaros, Nils Holzenberger, Fabian Suchanek

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 CIKM 2024, short paper

2409.06177 2024-09-11 cs.IR 89%

HierLLM: Hierarchical Large Language Model for Question Recommendation

Yuxuan Liu, Haipeng Liu, Ting Long

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

2310.02031 2024-09-04 cs.CL cs.AI cs.CE cs.LG cs.RO 89%

OceanGPT: A Large Language Model for Ocean Science Tasks

Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun 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、cs.LG

Comments ACL2024. Project Website: http://oceangpt.zjukg.cn/

2407.21191 2024-08-30 cs.IR cs.AI cs.CL cs.LG 89%

GenRec: Generative Sequential Recommendation with Large Language Models

Panfeng Cao, Pietro Lio

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

2408.13040 2024-08-26 eess.AS cs.AI cs.CL cs.LG 89%

SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks

Kai-Wei Chang, Haibin Wu, Yu-Kai Wang, Yuan-Kuei Wu, Hua Shen, Wei-Cheng Tseng, Iu-thing Kang, Shang-Wen Li, Hung-yi Lee

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 Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP)

Journal ref in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 32, pp. 3730-3744, 2024

2303.07103 2024-08-20 cs.AI cs.CL cs.LG 89%

Could a Large Language Model be Conscious?

David J. Chalmers

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 Invited lecture at NeurIPS, November 28, 2022

Journal ref Boston Review, August 9, 2023

2407.20570 2024-07-31 cs.HC 89%

Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education

Lin Gao, Jing Lu, Zekai Shao, Ziyue Lin, Shengbin Yue, Chiokit Ieong, Yi Sun, Rory James Zauner, Zhongyu Wei, Siming Chen

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

2407.19256 2024-07-30 cs.AI cs.CL cs.LG 89%

Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review

Tongyue Shi, Jun Ma, Zihan Yu, Haowei Xu, Minqi Xiong, Meirong Xiao, Yilin Li, Huiying Zhao, Guilan Kong

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 28 pages, 5 figures

2407.19075 2024-07-30 physics.ins-det 89%

ESAC (EQ-SANS Assisting Chatbot): Application of Large Language Models and Retrieval-Augmented Generation for Enhanced User Experience at EQ-SANS

Changwoo Do, Gergely Nagy, William T. Heller

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

2407.14076 2024-07-30 cs.LG cs.AI cs.CL 89%

Domain-Specific Pretraining of Language Models: A Comparative Study in the Medical Field

Tobias Kerner

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

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

1. 领域大模型 12534 篇

The Factuality of Large Language Models in the Legal Domain

HierLLM: Hierarchical Large Language Model for Question Recommendation

OceanGPT: A Large Language Model for Ocean Science Tasks

GenRec: Generative Sequential Recommendation with Large Language Models

SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks

Could a Large Language Model be Conscious?

Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education

Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review

ESAC (EQ-SANS Assisting Chatbot): Application of Large Language Models and Retrieval-Augmented Generation for Enhanced User Experience at EQ-SANS

Domain-Specific Pretraining of Language Models: A Comparative Study in the Medical Field

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