语言大模型 / LLM - arXivDaily 专题

2412.18200 2024-12-25 cs.NI 89%

Adapting Large Language Models for Improving TCP Fairness over WiFi

Shyam Kumar Shrestha, Shiva Raj Pokhrel, Jonathan Kua

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2407.00958 2024-12-12 cs.AI cs.CL cs.LG 89%

Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models

Wei Wang, Qing Li

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2409.00960 2024-12-11 cs.CR 89%

Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack

Guanzhong Chen, Zhenghan Qin, Mingxin Yang, Yajie Zhou, Tao Fan, Tianyu Du, Zenglin Xu

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments ACM Conference on Computer and Communications Security 2024 (CCS 24)

Journal ref Proceedings of the 2024 ACM SIGSAC Conference on Computer and Communications Security (CCS'24), 2024

2409.01369 2024-12-10 cs.LG cs.AI cs.CL stat.ML 89%

Imitating Language via Scalable Inverse Reinforcement Learning

Markus Wulfmeier, Michael Bloesch, Nino Vieillard, Arun Ahuja, Jorg Bornschein, Sandy Huang, Artem Sokolov, Matt Barnes, Guillaume Desjardins, Alex Bewley, Sarah Maria Elisabeth Bechtle, Jost Tobias Springenberg, Nikola Momchev, Olivier Bachem, Matthieu Geist, Martin Riedmiller

专题命中指令微调：LLM(abstract)；large language model(abstract)；language model(abstract)；pretraining(abstract)

Comments Published at NeurIPS 2024

2406.18060 2024-12-04 cs.CL cs.AI cs.LG 89%

AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning

Yifan Yang, Kai Zhen, Ershad Banijamal, Athanasios Mouchtaris, Zheng Zhang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted for publication in EMNLP 2024

2411.10873 2024-11-26 cs.SE 89%

Developer Challenges on Large Language Models: A Study of Stack Overflow and OpenAI Developer Forum Posts

Khairul Alam, Kartik Mittal, Banani Roy, Chanchal Roy

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 52 pages, 6 figures

2310.01412 2024-11-12 cs.CV cs.RO 89%

DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model

Zhenhua Xu, Yujia Zhang, Enze Xie, Zhen Zhao, Yong Guo, Kwan-Yee. K. Wong, Zhenguo Li, Hengshuang Zhao

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；instruction tuning(abstract)

Comments Accepted by RA-L. The project page is available at https://tonyxuqaq.github.io/projects/DriveGPT4/

2410.21723 2024-11-08 cs.CR 89%

Fine-tuning Large Language Models for DGA and DNS Exfiltration Detection

Md Abu Sayed, Asif Rahman, Christopher Kiekintveld, Sebastian Garcia

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted in Proceedings of the Workshop at AI for Cyber Threat Intelligence (WAITI), 2024

2411.01178 2024-11-05 cs.IR 89%

LLM4PR: Improving Post-Ranking in Search Engine with Large Language Models

Yang Yan, Yihao Wang, Chi Zhang, Wenyuan Hou, Kang Pan, Xingkai Ren, Zelun Wu, Zhixin Zhai, Enyun Yu, Wenwu Ou, Yang Song

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2407.01724 2024-10-29 eess.SY cs.SY 89%

Predicting DC-Link Capacitor Current Ripple in AC-DC Rectifier Circuits Using Fine-Tuned Large Language Models

Mohamed Zeid, Subir Majumder, Hasan Ibrahim, Prasad Enjeti, Le Xie, Chao Tian

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 6 pages, 12 figures, conference

2410.14321 2024-10-21 cs.CR cs.PL cs.SE 89%

From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting

Shigang Liu, Bushra Sabir, Seung Ick Jang, Yuval Kansal, Yansong Gao, Kristen Moore, Alsharif Abuadbba, Surya Nepal

专题命中指令微调：prompting(title,abstract)；LLM(title)；large language model(abstract)；language model(abstract)

2410.08499 2024-10-14 cs.SE 89%

Studying and Benchmarking Large Language Models For Log Level Suggestion

Yi Wen Heng, Zeyang Ma, Zhenhao Li, Dong Jae Kim, Tse-Hsun, Chen

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)

2410.07356 2024-10-11 cs.AR cs.PL 89%

Optimizing High-Level Synthesis Designs with Retrieval-Augmented Large Language Models

Haocheng Xu, Haotian Hu, Sitao Huang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2410.06456 2024-10-10 cs.CV 89%

From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning

Yang Bai, Yang Zhou, Jun Zhou, Rick Siow Mong Goh, Daniel Shu Wei Ting, Yong Liu

专题命中指令微调：language model(title,abstract)；instruction tuning(title)；large language model(abstract)；prompting(abstract)

2409.17987 2024-09-27 cs.CV cs.HC 89%

LLM4Brain: Training a Large Language Model for Brain Video Understanding

Ruizhe Zheng, Lichao Sun

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments ECCV2024 Workshop

2409.16723 2024-09-27 cs.CV 89%

EAGLE: Towards Efficient Arbitrary Referring Visual Prompts Comprehension for Multimodal Large Language Models

Jiacheng Zhang, Yang Jiao, Shaoxiang Chen, Jingjing Chen, Yu-Gang Jiang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；instruction tuning(abstract)

2311.07054 2024-09-26 cs.IR 89%

A Study of Implicit Ranking Unfairness in Large Language Models

Chen Xu, Wenjie Wang, Yuxin Li, Liang Pang, Jun Xu, Tat-Seng Chua

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted in EMNLP 2024 findings

2409.14794 2024-09-24 cs.CV 89%

Advancing Depression Detection on Social Media Platforms Through Fine-Tuned Large Language Models

Shahid Munir Shah, Syeda Anshrah Gillani, Mirza Samad Ahmed Baig, Muhammad Aamer Saleem, Muhammad Hamzah Siddiqui

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 16 pages

2403.07865 2024-09-17 cs.CL cs.AI cs.CR cs.LG cs.SE 89%

CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion

Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Wai Lam, Lizhuang Ma

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ACL Findings 2024, Code is available at https://github.com/renqibing/CodeAttack

2406.05639 2024-09-13 cs.SE 89%

Exploring Parameter-Efficient Fine-Tuning of Large Language Model on Automated Program Repair

Guochang Li, Chen Zhi, Jialiang Chen, Junxiao Han, Shuiguang Deng

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments ASE 2024

2408.15556 2024-08-29 cs.CV 89%

Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models

Wenbin Wang, Liang Ding, Minyan Zeng, Xiabin Zhou, Li Shen, Yong Luo, Dacheng Tao

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；instruction tuning(abstract)

2311.05348 2024-08-29 cs.CV 89%

u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model

Jinjin Xu, Liwu Xu, Yuzhe Yang, Xiang Li, Fanyi Wang, Yanchun Xie, Yi-Jie Huang, Yaqian Li

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；instruction tuning(abstract)

2408.13071 2024-08-26 cs.CY 89%

Guiding IoT-Based Healthcare Alert Systems with Large Language Models

Yulan Gao, Ziqiang Ye, Ming Xiao, Yue Xiao, Dong In Kim

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2408.12867 2024-08-26 cs.CV 89%

Semantic Alignment for Multimodal Large Language Models

Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted by MM 2024

2408.10703 2024-08-21 cs.CV 89%

Large Language Models for Multimodal Deformable Image Registration

Mingrui Ma, Weijie Wang, Jie Ning, Jianfeng He, Nicu Sebe, Bruno Lepri

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2310.03710 2024-08-15 cs.CL cs.AI cs.LG 89%

Agent Instructs Large Language Models to be General Zero-Shot Reasoners

Nicholas Crispino, Kyle Montgomery, Fankun Zeng, Dawn Song, Chenguang Wang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to ICML 2024

2310.15469 2024-08-01 cs.CR cs.AI cs.CL cs.LG 89%

The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks

Xiaoyi Chen, Siyuan Tang, Rui Zhu, Shijun Yan, Lei Jin, Zihao Wang, Liya Su, Zhikun Zhang, XiaoFeng Wang, Haixu Tang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments This work has been accepted by CCS 2024

Journal ref ACM CCS 2024

2407.13906 2024-07-22 cs.CL cs.AI cs.LG 89%

Crafting Efficient Fine-Tuning Strategies for Large Language Models

Michael Oliver, Guan Wang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2407.12882 2024-07-19 cs.CL cs.AI cs.LG 89%

InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification

Yujia Hu, Zhiqiang Hu, Chun-Wei Seah, Roy Ka-Wei Lee

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2407.01906 2024-07-08 cs.CL cs.AI cs.LG 89%

Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models

Zihan Wang, Deli Chen, Damai Dai, Runxin Xu, Zhuoshu Li, Y. Wu

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

1. 指令微调 11547 篇

Adapting Large Language Models for Improving TCP Fairness over WiFi

Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models

Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack

Imitating Language via Scalable Inverse Reinforcement Learning

AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning

Developer Challenges on Large Language Models: A Study of Stack Overflow and OpenAI Developer Forum Posts

DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model

Fine-tuning Large Language Models for DGA and DNS Exfiltration Detection

LLM4PR: Improving Post-Ranking in Search Engine with Large Language Models

Predicting DC-Link Capacitor Current Ripple in AC-DC Rectifier Circuits Using Fine-Tuned Large Language Models

From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting

Studying and Benchmarking Large Language Models For Log Level Suggestion

Optimizing High-Level Synthesis Designs with Retrieval-Augmented Large Language Models

From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning

LLM4Brain: Training a Large Language Model for Brain Video Understanding

EAGLE: Towards Efficient Arbitrary Referring Visual Prompts Comprehension for Multimodal Large Language Models

A Study of Implicit Ranking Unfairness in Large Language Models

Advancing Depression Detection on Social Media Platforms Through Fine-Tuned Large Language Models

CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion

Exploring Parameter-Efficient Fine-Tuning of Large Language Model on Automated Program Repair

Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models

u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model

Guiding IoT-Based Healthcare Alert Systems with Large Language Models

Semantic Alignment for Multimodal Large Language Models

Large Language Models for Multimodal Deformable Image Registration

Agent Instructs Large Language Models to be General Zero-Shot Reasoners

The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks

Crafting Efficient Fine-Tuning Strategies for Large Language Models

InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification

Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models