语言大模型 / LLM - arXivDaily 专题

2406.01915 2024-06-24 cs.RO cs.HC 88%

Enhancing Human-Robot Collaborative Assembly in Manufacturing Systems Using Large Language Models

Jonghan Lim, Sujani Patel, Alex Evans, John Pimley, Yifei Li, Ilya Kovalenko

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2406.11816 2024-06-18 cs.CV 88%

VideoLLM-online: Online Video Large Language Model for Streaming Video

Joya Chen, Zhaoyang Lv, Shiwei Wu, Kevin Qinghong Lin, Chenan Song, Difei Gao, Jia-Wei Liu, Ziteng Gao, Dongxing Mao, Mike Zheng Shou

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments CVPR 2024. This arxiv version is upgraded with Llama-3

2406.11022 2024-06-18 cs.SD eess.AS 88%

Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models

Dominik Wagner, Ilja Baumann, Korbinian Riedhammer, Tobias Bocklet

专题命中效率与部署：foundation model(title,abstract)；post-training(title,abstract)

Comments Accepted at Interspeech 2024

2406.06835 2024-06-12 cs.SE 88%

Large language models for generating rules, yay or nay?

Shangeetha Sivasothy, Scott Barnett, Rena Logothetis, Mohamed Abdelrazek, Zafaryab Rasool, Srikanth Thudumu, Zac Brannelly

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 5 pages, 1 figure

2406.01407 2024-06-04 econ.GN q-fin.EC 88%

Utilizing Large Language Models for Automating Technical Customer Support

Jochen Wulf, Jürg Meierhofer

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments arXiv admin note: text overlap with arXiv:2405.09161

2311.11514 2024-05-28 cs.DC 88%

HexGen: Generative Inference of Large Language Model over Heterogeneous Environment

Youhe Jiang, Ran Yan, Xiaozhe Yao, Yang Zhou, Beidi Chen, Binhang Yuan

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments Accepted by ICML 2024

2405.15490 2024-05-27 physics.app-ph cond-mat.mes-hall 88%

Leveraging Large Language Models and Social Media for Automation in Scanning Probe Microscopy

Zhuo Diao, Hayato Yamashita, Masayuki Abe

专题命中效率与部署：language model(title,abstract)；large language model(title)；LLM(abstract)

2306.11695 2024-05-07 cs.CL cs.AI cs.LG 88%

A Simple and Effective Pruning Approach for Large Language Models

Mingjie Sun, Zhuang Liu, Anna Bair, J. Zico Kolter

专题命中效率与部署：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ICLR 2024. Website at https://eric-mingjie.github.io/wanda/home.html

2405.00698 2024-05-03 cs.NE cs.RO 88%

CUDA-Accelerated Soft Robot Neural Evolution with Large Language Model Supervision

Lechen Zhang

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 3 pages, 5 figures

2311.12268 2024-04-25 cs.CV 88%

Boosting Audio-visual Zero-shot Learning with Large Language Models

Haoxing Chen, Yaohui Li, Yan Hong, Zizheng Huang, Zhuoer Xu, Zhangxuan Gu, Jun Lan, Huijia Zhu, Weiqiang Wang

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2309.05274 2024-04-16 cs.CR 88%

FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models

Dongyu Yao, Jianshu Zhang, Ian G. Harris, Marcel Carlsson

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments Publish by ICASSP 2024 on 3/18/2024; Extended Arxiv version

2403.14059 2024-03-22 eess.SY cs.SY 88%

PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design

Fanfan Lin, Junhua Liu, Xinze Li, Shuai Zhao, Bohui Zhao, Hao Ma, Xin Zhang

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2403.07506 2024-03-13 cs.SE 88%

Robustness, Security, Privacy, Explainability, Efficiency, and Usability of Large Language Models for Code

Zhou Yang, Zhensu Sun, Terry Zhuo Yue, Premkumar Devanbu, David Lo

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2403.06434 2024-03-12 cs.DB 88%

BoostER: Leveraging Large Language Models for Enhancing Entity Resolution

Huahang Li, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 4 pages, 3 figures, The Web Conf 2024 - WWW'24

2403.03003 2024-03-06 cs.CV 88%

Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models

Gen Luo, Yiyi Zhou, Yuxin Zhang, Xiawu Zheng, Xiaoshuai Sun, Rongrong Ji

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2403.02553 2024-03-06 cond-mat.mtrl-sci 88%

Enhancing Magnetocaloric Material Discovery: A Machine Learning Approach Using an Autogenerated Database by Large Language Models

Jiaoyue Yuan, Runqing Yang, Lokanath Patra, Bolin Liao

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2403.01164 2024-03-05 cs.PF cs.DC 88%

HeteGen: Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices

Xuanlei Zhao, Bin Jia, Haotian Zhou, Ziming Liu, Shenggan Cheng, Yang You

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments MLSys 2024

2402.03703 2024-02-19 cs.RO 88%

Hierarchical Large Language Models in Cloud Edge End Architecture for Heterogeneous Robot Cluster Control

Zhirong Luan, Yujun Lai, Rundong Huang, Yan Yan, Jingwei Wang, Jizhou Lu, Badong Chen

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2309.17102 2024-02-06 cs.CV 88%

Guiding Instruction-based Image Editing via Multimodal Large Language Models

Tsu-Jui Fu, Wenze Hu, Xianzhi Du, William Yang Wang, Yinfei Yang, Zhe Gan

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments ICLR'24 (Spotlight) ; Project at https://mllm-ie.github.io ; Code at https://github.com/tsujuifu/pytorch_mgie

2402.00691 2024-02-02 cs.DC 88%

Comparative Study of Large Language Model Architectures on Frontier

Junqi Yin, Avishek Bose, Guojing Cong, Isaac Lyngaas, Quentin Anthony

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2401.15681 2024-01-30 cs.HC 88%

From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking

Yuhong Zhang, Shilai Yang, Gert Cauwenberghs, Tzyy-Ping Jung

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2401.11108 2024-01-23 cs.CR cs.SE 88%

LLM4Fuzz: Guided Fuzzing of Smart Contracts with Large Language Models

Chaofan Shou, Jing Liu, Doudou Lu, Koushik Sen

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2401.05926 2024-01-17 cs.SE 88%

Using Large Language Models for Commit Message Generation: A Preliminary Study

Linghao Zhang, Jingshu Zhao, Chong Wang, Peng Liang

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments The 31st IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER)

2401.03105 2024-01-17 cs.CV cs.MM 88%

Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models

Xin He, Longhui Wei, Lingxi Xie, Qi Tian

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2309.04076 2024-01-15 cs.SE 88%

Greening Large Language Models of Code

Jieke Shi, Zhou Yang, Hong Jin Kang, Bowen Xu, Junda He, David Lo

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments Accepted by Software Engineering in Society Track of the 46th IEEE/ACM International Conference on Software Engineering (ICSE '24)

2312.16279 2023-12-29 cs.CV 88%

Cloud-Device Collaborative Learning for Multimodal Large Language Models

Guanqun Wang, Jiaming Liu, Chenxuan Li, Junpeng Ma, Yuan Zhang, Xinyu Wei, Kevin Zhang, Maurice Chong, Ray Zhang, Yijiang Liu, Shanghang Zhang

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2310.09478 2023-11-08 cs.CV 88%

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Jun Chen, Deyao Zhu, Xiaoqian Shen, Xiang Li, Zechun Liu, Pengchuan Zhang, Raghuraman Krishnamoorthi, Vikas Chandra, Yunyang Xiong, Mohamed Elhoseiny

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2304.14844 2023-09-27 cs.RO 88%

Using Large Language Models for Interpreting Autonomous Robots Behaviors

Miguel A. González-Santamarta, Laura Fernández-Becerra, David Sobrín-Hidalgo, Ángel Manuel Guerrero-Higueras, Irene González, Francisco J. Rodríguez Lera

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2308.16557 2023-09-01 cs.SE 88%

Effective Test Generation Using Pre-trained Large Language Models and Mutation Testing

Arghavan Moradi Dakhel, Amin Nikanjam, Vahid Majdinasab, Foutse Khomh, Michel C. Desmarais

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 16 pages, 3 figures

2308.02678 2023-08-08 cs.CY 88%

Ethical Considerations and Policy Implications for Large Language Models: Guiding Responsible Development and Deployment

Jianyi Zhang, Xu Ji, Zhangchi Zhao, Xiali Hei, Kim-Kwang Raymond Choo

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 5 pages

1. 效率与部署 22280 篇

Enhancing Human-Robot Collaborative Assembly in Manufacturing Systems Using Large Language Models

VideoLLM-online: Online Video Large Language Model for Streaming Video

Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models

Large language models for generating rules, yay or nay?

Utilizing Large Language Models for Automating Technical Customer Support

HexGen: Generative Inference of Large Language Model over Heterogeneous Environment

Leveraging Large Language Models and Social Media for Automation in Scanning Probe Microscopy

A Simple and Effective Pruning Approach for Large Language Models

CUDA-Accelerated Soft Robot Neural Evolution with Large Language Model Supervision

Boosting Audio-visual Zero-shot Learning with Large Language Models

FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models

PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design

Robustness, Security, Privacy, Explainability, Efficiency, and Usability of Large Language Models for Code

BoostER: Leveraging Large Language Models for Enhancing Entity Resolution

Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models

Enhancing Magnetocaloric Material Discovery: A Machine Learning Approach Using an Autogenerated Database by Large Language Models

HeteGen: Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices

Hierarchical Large Language Models in Cloud Edge End Architecture for Heterogeneous Robot Cluster Control

Guiding Instruction-based Image Editing via Multimodal Large Language Models

Comparative Study of Large Language Model Architectures on Frontier

From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking

LLM4Fuzz: Guided Fuzzing of Smart Contracts with Large Language Models

Using Large Language Models for Commit Message Generation: A Preliminary Study

Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models

Greening Large Language Models of Code

Cloud-Device Collaborative Learning for Multimodal Large Language Models

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Using Large Language Models for Interpreting Autonomous Robots Behaviors

Effective Test Generation Using Pre-trained Large Language Models and Mutation Testing

Ethical Considerations and Policy Implications for Large Language Models: Guiding Responsible Development and Deployment