语言大模型 / LLM - arXivDaily 专题

2411.19508 2024-12-02 cs.SE cs.CR 88%

On the Adversarial Robustness of Instruction-Tuned Large Language Models for Code

Md Imran Hossen, Xiali Hei

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2406.17563 2024-12-02 cs.CL cs.AI cs.LG 88%

Multi-property Steering of Large Language Models with Dynamic Activation Composition

Daniel Scalena, Gabriele Sarti, Malvina Nissim

专题命中评测与基准：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI、cs.LG

Journal ref Proceedings of BlackBoxNLP (2024) 577-603

2411.18583 2024-11-28 cs.CL cs.AI cs.IR cs.LG 88%

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

Nurshat Fateh Ali, Md. Mahdi Mohtasim, Shakil Mosharrof, T. Gopi Krishna

专题命中评测与基准：LLM(title,abstract)；large language model(abstract,comments)；language model(abstract,comments)；分类 cs.CL、cs.AI、cs.LG

Comments Key Words : T5, SpaCy, Large Language Model, GPT, ROUGE, Literature Review, Natural Language Processing, Retrieval-augmented generation

2411.16232 2024-11-26 cs.NI 88%

Poster: Could Large Language Models Perform Network Management?

Zine el abidine Kherroubi, Monika Prakash, Jean-Pierre Giacalone, Michael Baddeley

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2411.11033 2024-11-19 cs.SE 88%

REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models

Jianlei Chi, Xiaotian Wang, Yuhan Huang, Lechen Yu, Di Cui, Jianguo Sun, Jun Sun

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments 21 pages, 8 figures

2411.10657 2024-11-19 eess.SP 88%

Brain-to-Text Decoding with Context-Aware Neural Representations and Large Language Models

Jingyuan Li, Trung Le, Chaofei Fan, Mingfei Chen, Eli Shlizerman

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2411.09301 2024-11-15 cs.CV 88%

LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation

Zhenshi Li, Dilxat Muhtar, Feng Gu, Xueliang Zhang, Pengfeng Xiao, Guangjun He, Xiaoxiang Zhu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2411.06193 2024-11-13 cs.IT eess.SP math.IT 88%

Large Language Models and Artificial Intelligence Generated Content Technologies Meet Communication Networks

Jie Guo, Meiting Wang, Hang Yin, Bin Song, Yuhao Chi, Fei Richard Yu, Chau Yuen

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments Accepted by IEEE Internet of Things Journal

2411.04387 2024-11-08 cs.SE 88%

Automated Update of Android Deprecated API Usages with Large Language Models

Tarek Mahmud, Bin Duan, Meiru Che, Awatif Yasmin, Anne H. H. Ngu, Guowei Yang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2408.13464 2024-10-25 cs.AI cs.CL cs.LG 88%

Uncovering Biases with Reflective Large Language Models

Edward Y. Chang

专题命中评测与基准：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 18 pages, 4 figures, 9 tables

2404.09836 2024-10-25 cs.SE cs.CR 88%

How Far Have We Gone in Binary Code Understanding Using Large Language Models

Xiuwei Shang, Shaoyin Cheng, Guoqiang Chen, Yanming Zhang, Li Hu, Xiao Yu, Gangyang Li, Weiming Zhang, Nenghai Yu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments 12 pages, 8 figures, to be published in ICSME 2024

2408.08464 2024-10-23 cs.CR 88%

$\textit{MMJ-Bench}$: A Comprehensive Study on Jailbreak Attacks and Defenses for Multimodal Large Language Models

Fenghua Weng, Yue Xu, Chengyan Fu, Wenjie Wang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2410.09738 2024-10-21 cs.SE 88%

Can Large Language Models Generate Geospatial Code?

Shuyang Hou, Zhangxiao Shen, Jianyuan Liang, Anqi Zhao, Zhipeng Gui, Rui Li, Huayi Wu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2312.09669 2024-10-11 cs.CR 88%

Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models

Jiawei Zhao, Kejiang Chen, Xiaojian Yuan, Yuang Qi, Weiming Zhang, Nenghai Yu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments This paper was accepted by IEEE Transactions on Information Forensics and Security (TIFS)

2407.15272 2024-10-10 cs.CV 88%

MIBench: Evaluating Multimodal Large Language Models over Multiple Images

Haowei Liu, Xi Zhang, Haiyang Xu, Yaya Shi, Chaoya Jiang, Ming Yan, Ji Zhang, Fei Huang, Chunfeng Yuan, Bing Li, Weiming Hu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments EMNLP 2024

2401.10226 2024-10-02 cs.CV 88%

Towards Language-Driven Video Inpainting via Multimodal Large Language Models

Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments CVPR-2024. Project Page: https://jianzongwu.github.io/projects/rovi

2409.16526 2024-09-26 cs.CR 88%

APILOT: Navigating Large Language Models to Generate Secure Code by Sidestepping Outdated API Pitfalls

Weiheng Bai, Keyang Xuan, Pengxiang Huang, Qiushi Wu, Jianing Wen, Jingjing Wu, Kangjie Lu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2409.15473 2024-09-25 cs.SE 88%

Exploring Requirements Elicitation from App Store User Reviews Using Large Language Models

Tanmai Kumar Ghosh, Atharva Pargaonkar, Nasir U. Eisty

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2409.10066 2024-09-17 cs.SE 88%

LeGEND: A Top-Down Approach to Scenario Generation of Autonomous Driving Systems Assisted by Large Language Models

Shuncheng Tang, Zhenya Zhang, Jixiang Zhou, Lei Lei, Yuan Zhou, Yinxing Xue

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2409.03031 2024-09-06 cs.SE 88%

Debugging with Open-Source Large Language Models: An Evaluation

Yacine Majdoub, Eya Ben Charrada

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments 7 pages, 2 figure, ESEM2024

2403.11289 2024-08-23 cs.RO 88%

ManipVQA: Injecting Robotic Affordance and Physically Grounded Information into Multi-Modal Large Language Models

Siyuan Huang, Iaroslav Ponomarenko, Zhengkai Jiang, Xiaoqi Li, Xiaobin Hu, Peng Gao, Hongsheng Li, Hao Dong

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments Code and dataset are publicly available at https://github.com/SiyuanHuang95/ManipVQA. Accepted by IROS2024

2311.05457 2024-08-23 cs.HC 88%

Leveraging Large Language Models for Generating Mobile Sensing Strategies in Human Behavior Modeling

Nan Gao, Zhuolei Yu, Yue Xu, Chun Yu, Yuntao Wang, Flora D. Salim, Yuanchun Shi

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments This manuscript has been accepted as a workshop paper on Ubicomp 2024

2408.11539 2024-08-22 cs.CY 88%

Research on the Application of Large Language Models in Automatic Question Generation: A Case Study of ChatGLM in the Context of High School Information Technology Curriculum

Yanxin Chen, Ling He

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2408.09713 2024-08-21 cs.IR 88%

Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation

Haijin Wang, Mianrong Zhang, Zheng Chen, Nan Shang, Shangheng Yao, Fushuan Wen, Junhua Zhao

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2308.04381 2024-08-16 q-bio.NC 88%

Gromov-Wasserstein unsupervised alignment reveals structural correspondences between the color similarity structures of humans and large language models

Genji Kawakita, Ariel Zeleznikow-Johnston, Naotsugu Tsuchiya, Masafumi Oizumi

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Journal ref Sci Rep 14, 15917 (2024)

2404.05264 2024-08-13 cs.CR cs.CV 88%

Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security

Yihe Fan, Yuxin Cao, Ziyu Zhao, Ziyao Liu, Shaofeng Li

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments 8 pages, 1 figure. Accepted to 2024 IEEE International Conference on Systems, Man, and Cybernetics

2403.07470 2024-08-13 cs.RO cs.PL 88%

DrPlanner: Diagnosis and Repair of Motion Planners for Automated Vehicles Using Large Language Models

Yuanfei Lin, Chenran Li, Mingyu Ding, Masayoshi Tomizuka, Wei Zhan, Matthias Althoff

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments @2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

2408.05388 2024-08-13 cs.IR 88%

Report on the 1st Workshop on Large Language Model for Evaluation in Information Retrieval (LLM4Eval 2024) at SIGIR 2024

Hossein A. Rahmani, Clemencia Siro, Mohammad Aliannejadi, Nick Craswell, Charles L. A. Clarke, Guglielmo Faggioli, Bhaskar Mitra, Paul Thomas, Emine Yilmaz

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments LLM4Eval Workshop Report

2407.19537 2024-07-31 cs.HC 88%

Enabling Uniform Computer Interaction Experience for Blind Users through Large Language Models

Satwik Ram Kodandaram, Utku Uckun, Xiaojun Bi, IV Ramakrishnan, Vikas Ashok

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

2401.00475 2024-07-30 cs.SD eess.AS 88%

E-chat: Emotion-sensitive Spoken Dialogue System with Large Language Models

Hongfei Xue, Yuhao Liang, Bingshen Mu, Shiliang Zhang, Mengzhe Chen, Qian Chen, Lei Xie

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)

Comments 5 pages, 3 figures

1. 评测与基准 32271 篇

On the Adversarial Robustness of Instruction-Tuned Large Language Models for Code

Multi-property Steering of Large Language Models with Dynamic Activation Composition

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

Poster: Could Large Language Models Perform Network Management?

REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models

Brain-to-Text Decoding with Context-Aware Neural Representations and Large Language Models

LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation

Large Language Models and Artificial Intelligence Generated Content Technologies Meet Communication Networks

Automated Update of Android Deprecated API Usages with Large Language Models

Uncovering Biases with Reflective Large Language Models

How Far Have We Gone in Binary Code Understanding Using Large Language Models

$\textit{MMJ-Bench}$: A Comprehensive Study on Jailbreak Attacks and Defenses for Multimodal Large Language Models

Can Large Language Models Generate Geospatial Code?

Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models

MIBench: Evaluating Multimodal Large Language Models over Multiple Images

Towards Language-Driven Video Inpainting via Multimodal Large Language Models

APILOT: Navigating Large Language Models to Generate Secure Code by Sidestepping Outdated API Pitfalls

Exploring Requirements Elicitation from App Store User Reviews Using Large Language Models

LeGEND: A Top-Down Approach to Scenario Generation of Autonomous Driving Systems Assisted by Large Language Models

Debugging with Open-Source Large Language Models: An Evaluation

ManipVQA: Injecting Robotic Affordance and Physically Grounded Information into Multi-Modal Large Language Models

Leveraging Large Language Models for Generating Mobile Sensing Strategies in Human Behavior Modeling

Research on the Application of Large Language Models in Automatic Question Generation: A Case Study of ChatGLM in the Context of High School Information Technology Curriculum

Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation

Gromov-Wasserstein unsupervised alignment reveals structural correspondences between the color similarity structures of humans and large language models

Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security

DrPlanner: Diagnosis and Repair of Motion Planners for Automated Vehicles Using Large Language Models

Report on the 1st Workshop on Large Language Model for Evaluation in Information Retrieval (LLM4Eval 2024) at SIGIR 2024

Enabling Uniform Computer Interaction Experience for Blind Users through Large Language Models

E-chat: Emotion-sensitive Spoken Dialogue System with Large Language Models