语言大模型 / LLM - arXivDaily 专题

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

2407.02586 2024-07-04 cs.CV 89%

Improving Visual Storytelling with Multimodal Large Language Models

Xiaochuan Lin, Xiangyong Chen

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

Comments 10 pages

2401.01218 2024-07-02 cs.CL cs.AI cs.LG 89%

Self-Supervised Position Debiasing for Large Language Models

Zhongkun Liu, Zheng Chen, Mengqi Zhang, Zhaochun Ren, Pengjie Ren, Zhumin Chen

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 by ACL 2024 findings, this is the camera-ready version; 21 pages, 22 figures

2402.11253 2024-06-26 cs.LG cs.AI cs.CL 89%

Aligning Large Language Models by On-Policy Self-Judgment

Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu

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 Published as a main conference paper at ACL 2024

2403.09125 2024-06-24 eess.SY cs.SY 89%

Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector

Subir Majumder, Lin Dong, Fatemeh Doudi, Yuting Cai, Chao Tian, Dileep Kalathi, Kevin Ding, Anupam A. Thatte, Na Li, Le Xie

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

2402.00905 2024-06-18 cs.SE 89%

Fine-Tuning and Prompt Engineering for Large Language Models-based Code Review Automation

Chanathip Pornprasit, Chakkrit Tantithamthavorn

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

Comments 13 pages. Submit to IST journal

2307.08303 2024-06-18 cs.IR cs.AI cs.CL cs.LG 89%

Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models

Zhiyuan Peng, Xuyang Wu, Qifan Wang, Yi Fang

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 Under Reivew

2406.10056 2024-06-17 cs.SD eess.AS 89%

UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner

Dongchao Yang, Haohan Guo, Yuanyuan Wang, Rongjie Huang, Xiang Li, Xu Tan, Xixin Wu, Helen Meng

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

2406.04593 2024-06-17 physics.chem-ph q-bio.BM 89%

SynAsk: Unleashing the Power of Large Language Models in Organic Synthesis

Chonghuan Zhang, Qianghua Lin, Biwei Zhu, Haopeng Yang, Xiao Lian, Hao Deng, Jiajun Zheng, Kuangbiao Liao

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

2406.04156 2024-06-07 cs.CL cs.AI cs.LG 89%

Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness

Lars Hillebrand, Prabhupad Pradhan, Christian Bauckhage, Rafet Sifa

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 17 pages, 3 figures, 5 tables, accepted at ECML-PKDD 2024

2311.16720 2024-06-04 cs.IR 89%

A Two-Stage Adaptation of Large Language Models for Text Ranking

Longhui Zhang, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Min Zhang

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

Comments Accepted to Findings of ACL 2024. Code and models available at https://github.com/Alibaba-NLP/RankingGPT

2402.08219 2024-05-29 cs.CL cs.AI cs.LG 89%

BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models

Haotian Sun, Yuchen Zhuang, Wei Wei, Chao Zhang, Bo Dai

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 25 pages, 10 figures

1. 指令微调 11653 篇

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

Improving Visual Storytelling with Multimodal Large Language Models

Self-Supervised Position Debiasing for Large Language Models

Aligning Large Language Models by On-Policy Self-Judgment

Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector

Fine-Tuning and Prompt Engineering for Large Language Models-based Code Review Automation

Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models

UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner

SynAsk: Unleashing the Power of Large Language Models in Organic Synthesis

Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness

A Two-Stage Adaptation of Large Language Models for Text Ranking

BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models