语言大模型 / LLM - arXivDaily 专题

2402.00044 2024-02-02 cs.RO cs.LG 89%

Training microrobots to swim by a large language model

Zhuoqun Xu, Lailai Zhu

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

2401.16448 2024-01-31 cs.AR cs.AI 89%

LLM4SecHW: Leveraging Domain Specific Large Language Model for Hardware Debugging

Weimin Fu, Kaichen Yang, Raj Gautam Dutta, Xiaolong Guo, Gang Qu

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

Comments 6 pages. 1 figure

Journal ref 2023 Asian Hardware Oriented Security and Trust Symposium (AsianHOST), Tianjin, China, 2023, pp. 1-6

2311.16267 2024-01-31 cs.CL cs.SE 89%

Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model

Yu-Chen Lin, Akhilesh Kumar, Norman Chang, Wenliang Zhang, Muhammad Zakir, Rucha Apte, Haiyang He, Chao Wang, Jyh-Shing Roger Jang

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

2305.07882 2024-01-31 cs.CY cs.CL 89%

Dual Use Concerns of Generative AI and Large Language Models

Alexei Grinbaum, Laurynas Adomaitis

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

Journal ref Journal of Responsible Innovation 11(1), 2304381, 2024

2305.08845 2024-01-25 cs.IR cs.CL 89%

Large Language Models are Zero-Shot Rankers for Recommender Systems

Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian McAuley, Wayne Xin Zhao

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

Comments Accepted by ECIR 2024

2312.03122 2024-01-23 cs.CL 89%

Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations

Tasmia Shahriar, Kelly Ramos, Noboru Matsuda

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

2401.10759 2024-01-22 cs.HC cs.AI 89%

Interactions with Prompt Problems: A New Way to Teach Programming with Large Language Models

James Prather, Paul Denny, Juho Leinonen, David H. Smith, Brent N. Reeves, Stephen MacNeil, Brett A. Becker, Andrew Luxton-Reilly, Thezyrie Amarouche, Bailey Kimmel

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

Comments accepted for CHI 2024

2311.18248 2024-01-10 cs.MM cs.CL 89%

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model

Anwen Hu, Yaya Shi, Haiyang Xu, Jiabo Ye, Qinghao Ye, Ming Yan, Chenliang Li, Qi Qian, Ji Zhang, Fei Huang

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

Comments 20 pages, 12 figures

2305.06972 2023-12-25 cs.CY cs.AI cs.CR 89%

Spear Phishing With Large Language Models

Julian Hazell

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

Comments 16 pages, 10 figures

2312.10202 2023-12-19 cs.CL 89%

Low-resource classification of mobility functioning information in clinical sentences using large language models

Tuan Dung Le, Thanh Duong, Thanh Thieu

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

2312.10055 2023-12-19 cs.CY cs.AI cs.HC 89%

Next-Step Hint Generation for Introductory Programming Using Large Language Models

Lianne Roest, Hieke Keuning, Johan Jeuring

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

Comments Accepted to ACE 2024

2312.09958 2023-12-18 cs.AI cs.IR 89%

Distilling Large Language Models for Matching Patients to Clinical Trials

Mauro Nievas, Aditya Basu, Yanshan Wang, Hrituraj Singh

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

2309.08788 2023-12-12 cond-mat.mtrl-sci cond-mat.dis-nn cond-mat.soft cs.LG nlin.AO 89%

BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials

Rachel K. Luu, Markus J. Buehler

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

2312.04906 2023-12-11 cs.CL 89%

Ophtha-LLaMA2: A Large Language Model for Ophthalmology

Huan Zhao, Qian Ling, Yi Pan, Tianyang Zhong, Jin-Yu Hu, Junjie Yao, Fengqian Xiao, Zhenxiang Xiao, Yutong Zhang, San-Hua Xu, Shi-Nan Wu, Min Kang, Zihao Wu, Zhengliang Liu, Xi Jiang, Tianming Liu, Yi Shao

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

2310.10083 2023-12-04 cs.CL 89%

JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning

Issey Sukeda, Masahiro Suzuki, Hiroki Sakaji, Satoshi Kodera

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

Comments 8 pages, 1 figures

2311.16017 2023-11-28 cs.HC cs.AI 89%

Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models

Stephen MacNeil, Paul Denny, Andrew Tran, Juho Leinonen, Seth Bernstein, Arto Hellas, Sami Sarsa, Joanne Kim

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

2311.14966 2023-11-28 cs.CL 89%

Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains

Chia-Chien Hung, Wiem Ben Rim, Lindsay Frost, Lars Bruckner, Carolin Lawrence

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

Comments EMNLP 2023 Workshop on Benchmarking Generalisation in NLP (GenBench)

2311.13281 2023-11-23 cs.CY cs.CL 89%

Intention and Context Elicitation with Large Language Models in the Legal Aid Intake Process

Nick Goodson, Rongfei Lu

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

2311.10779 2023-11-21 cs.IR cs.AI 89%

Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations

Jing Yao, Wei Xu, Jianxun Lian, Xiting Wang, Xiaoyuan Yi, Xing Xie

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

2309.05619 2023-11-21 cs.CL 89%

Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP

Wei Du, Laksh Advani, Yashmeet Gambhir, Daniel J Perry, Prashant Shiralkar, Zhengzheng Xing, Aaron Colak

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

Comments Camera ready version for 2023 EMNLP (The Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM))

2305.13523 2023-11-20 cs.CL 89%

A Study of Generative Large Language Model for Medical Research and Healthcare

Cheng Peng, Xi Yang, Aokun Chen, Kaleb E Smith, Nima PourNejatian, Anthony B Costa, Cheryl Martin, Mona G Flores, Ying Zhang, Tanja Magoc, Gloria Lipori, Duane A Mitchell, Naykky S Ospina, Mustafa M Ahmed, William R Hogan, Elizabeth A Shenkman, Yi Guo, Jiang Bian, Yonghui Wu

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

2311.08890 2023-11-16 cs.CL 89%

Large Language Models are legal but they are not: Making the case for a powerful LegalLLM

Thanmay Jayakumar, Fauzan Farooqui, Luqman Farooqui

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

Comments 7 pages, Accepted at Natural Legal Language Processing Workshop, EMNLP 2023

2311.04368 2023-11-09 cs.CL 89%

Evaluating multiple large language models in pediatric ophthalmology

Jason Holmes, Rui Peng, Yiwei Li, Jinyu Hu, Zhengliang Liu, Zihao Wu, Huan Zhao, Xi Jiang, Wei Liu, Hong Wei, Jie Zou, Tianming Liu, Yi Shao

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

Comments 6 figures, 1 table

2310.18752 2023-11-01 cs.AI 89%

Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function -- with Real Applications in Traffic Domain

Guanghu Sui, Zhishuai Li, Ziyue Li, Sun Yang, Jingqing Ruan, Hangyu Mao, Rui Zhao

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

2310.16409 2023-10-26 cs.IR cs.LG 89%

Multiple Key-value Strategy in Recommendation Systems Incorporating Large Language Model

Dui Wang, Xiangyu Hou, Xiaohui Yang, Bo Zhang, Renbing Chen, Daiyue Xue

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

Comments Accepted by CIKM2023 workshop at GenRec'23

2310.13092 2023-10-23 cs.CL 89%

Do Language Models Learn about Legal Entity Types during Pretraining?

Claire Barale, Michael Rovatsos, Nehal Bhuta

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

Comments Accepted for publication at the 5th Natural Legal Language Processing Workshop (NLLP) hosted at EMNLP2023

2310.11761 2023-10-19 cs.CL 89%

A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction

Ruihao Shui, Yixin Cao, Xiang Wang, Tat-Seng Chua

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

Comments EMNLP Findings 2023

2310.01708 2023-10-04 cs.CL 89%

Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making

D. Umerenkov, G. Zubkova, A. Nesterov

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

2309.16167 2023-09-29 cs.CL 89%

Large Language Model Soft Ideologization via AI-Self-Consciousness

Xiaotian Zhou, Qian Wang, Xiaofeng Wang, Haixu Tang, Xiaozhong Liu

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

2303.12057 2023-09-28 cs.CY cs.CL 89%

Large Language Models Can Be Used to Estimate the Latent Positions of Politicians

Patrick Y. Wu, Jonathan Nagler, Joshua A. Tucker, Solomon Messing

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

Comments 18 pages, 4 figures; V2: fixed graphical error on Figure 2; V3: reorganized sections, updated prose; V4: added additional scales and analysis

1. 领域大模型 12637 篇

Training microrobots to swim by a large language model

LLM4SecHW: Leveraging Domain Specific Large Language Model for Hardware Debugging

Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model

Dual Use Concerns of Generative AI and Large Language Models

Large Language Models are Zero-Shot Rankers for Recommender Systems

Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations

Interactions with Prompt Problems: A New Way to Teach Programming with Large Language Models

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model

Spear Phishing With Large Language Models

Low-resource classification of mobility functioning information in clinical sentences using large language models

Next-Step Hint Generation for Introductory Programming Using Large Language Models

Distilling Large Language Models for Matching Patients to Clinical Trials

BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials

Ophtha-LLaMA2: A Large Language Model for Ophthalmology

JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning

Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models

Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains

Intention and Context Elicitation with Large Language Models in the Legal Aid Intake Process

Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations

Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP

A Study of Generative Large Language Model for Medical Research and Healthcare

Large Language Models are legal but they are not: Making the case for a powerful LegalLLM

Evaluating multiple large language models in pediatric ophthalmology

Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function -- with Real Applications in Traffic Domain

Multiple Key-value Strategy in Recommendation Systems Incorporating Large Language Model

Do Language Models Learn about Legal Entity Types during Pretraining?

A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction

Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making

Large Language Model Soft Ideologization via AI-Self-Consciousness

Large Language Models Can Be Used to Estimate the Latent Positions of Politicians