语言大模型 / LLM - arXivDaily 专题

2403.06447 2024-03-12 cs.IR cs.AI 89%

CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation

Junda Wu, Cheng-Chun Chang, Tong Yu, Zhankui He, Jianing Wang, Yupeng Hou, Julian McAuley

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 11 pages

2403.03883 2024-03-08 cs.CL 89%

SaulLM-7B: A pioneering Large Language Model for Law

Pierre Colombo, Telmo Pessoa Pires, Malik Boudiaf, Dominic Culver, Rui Melo, Caio Corro, Andre F. T. Martins, Fabrizio Esposito, Vera Lúcia Raposo, Sofia Morgado, Michael Desa

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

2402.18240 2024-03-06 cs.IR cs.CL 89%

Prospect Personalized Recommendation on Large Language Model-based Agent Platform

Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, 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

2309.05203 2024-03-06 cs.CL 89%

From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery

Yuhan Chen, Nuwa Xi, Yanrui Du, Haochun Wang, Jianyu Chen, Sendong Zhao, Bing Qin

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 AAAI2024

2403.00878 2024-03-05 cs.CR cs.AI 89%

Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models

Jiandong Jin, Bowen Tang, Mingxuan Ma, Xiao Liu, Yunfei Wang, Qingnan Lai, Jia Yang, Changling Zhou

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 9 pages, 7 figures

2310.03560 2024-03-01 cs.CL 89%

Redefining Digital Health Interfaces with Large Language Models

Fergus Imrie, Paulius Rauba, Mihaela van der Schaar

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

2402.07197 2024-02-29 cs.AI 89%

GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks

Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi

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

2402.14200 2024-02-23 cs.CL 89%

Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models

Younghun Lee, Dan Goldwasser, Laura Schwab Reese

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 Findings of EACL 2024, 10 pages

2402.11481 2024-02-20 cs.CL 89%

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics

YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang

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, 6 figures

2402.07950 2024-02-14 cs.CR cs.CL 89%

Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks -- Position Paper

Shariq Murtuza

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

2402.07645 2024-02-13 cs.CL 89%

Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models

Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin

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

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

1. 领域大模型 12534 篇

CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation

SaulLM-7B: A pioneering Large Language Model for Law

Prospect Personalized Recommendation on Large Language Model-based Agent Platform

From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery

Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models

Redefining Digital Health Interfaces with Large Language Models

GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks

Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics

Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks -- Position Paper

Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models

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