语言大模型 / LLM - arXivDaily 专题

2502.15435 2025-02-24 cs.LG cs.AI cs.CL 89%

Single-pass Detection of Jailbreaking Input in Large Language Models

Leyla Naz Candogan, Yongtao Wu, Elias Abad Rocamora, Grigorios G. Chrysos, Volkan Cevher

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted in TMLR 2025

2502.13141 2025-02-19 cs.CL cs.AI cs.LG 89%

UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models

Huawei Lin, Yingjie Lao, Tong Geng, Tan Yu, Weijie Zhao

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 18 Pages, 8 Figures, 5 Tables, Keywords: Attack Defending, Security, Prompt Injection, Backdoor Attacks, Adversarial Attacks, Prompt Trigger Attacks

2502.11659 2025-02-19 cs.HC 89%

An Innovative Brain-Computer Interface Interaction System Based on the Large Language Model

Jing Jin, Yutao Zhang, Ruitian Xu, Yixin Chen

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 10 pages,3 figures

2411.10714 2025-02-19 cs.SE 89%

FlexFL: Flexible and Effective Fault Localization with Open-Source Large Language Models

Chuyang Xu, Zhongxin Liu, Xiaoxue Ren, Gehao Zhang, Ming Liang, David Lo

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 17 pages, 4 figures

2502.02960 2025-02-06 cs.CR 89%

Large Language Model Adversarial Landscape Through the Lens of Attack Objectives

Nan Wang, Kane Walter, Yansong Gao, Alsharif Abuadbba

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 15 pages

2501.00125 2025-01-03 cs.SE 89%

Can Large Language Models Improve SE Active Learning via Warm-Starts?

Lohith Senthilkumar, Tim Menzies

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2311.13984 2024-12-31 physics.ed-ph 89%

Harnessing Large Language Models to Enhance Self-Regulated Learning via Formative Feedback

Steffen Steinert, Karina E. Avila, Stefan Ruzika, Jochen Kuhn, Stefan Küchemann

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 9 pages, 3 Figures, 1 Table

Journal ref Smart Learn. Environ. 11, 62 (2024)

2412.16869 2024-12-24 cs.CV 89%

CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models

Yeyuan Wang, Dehong Gao, Bin Li, Rujiao Long, Lei Yi, Xiaoyan Cai, Libin Yang, Jinxia Zhang, Shanqing Yu, Qi Xuan

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 5 pages, Accepted by ICASSP2025, full paper

2412.11109 2024-12-17 cs.CR 89%

SpearBot: Leveraging Large Language Models in a Generative-Critique Framework for Spear-Phishing Email Generation

Qinglin Qi, Yun Luo, Yijia Xu, Wenbo Guo, Yong Fang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2311.05288 2024-12-17 econ.GN q-fin.EC 89%

Towards a Taxonomy of Large Language Model based Business Model Transformations

Jochen Wulf, Juerg Meierhofer

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Journal ref Smart Services Summit. SMSESU 2023

2412.10291 2024-12-16 cs.CL cs.AI cs.LG 89%

Still "Talking About Large Language Models": Some Clarifications

Murray Shanahan

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2412.08035 2024-12-12 cs.PL cs.SE 89%

Scalable, Validated Code Translation of Entire Projects using Large Language Models

Hanliang Zhang, Cristina David, Meng Wang, Brandon Paulsen, Daniel Kroening

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2406.12513 2024-12-03 cs.CR 89%

Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs

Ahmad Mohsin, Helge Janicke, Adrian Wood, Iqbal H. Sarker, Leandros Maglaras, Naeem Janjua

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 27 pages, Standard Journal Paper submitted to Q1 Elsevier

2410.09804 2024-11-28 cs.CR cs.AI cs.CL cs.LG cs.NE 89%

BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models

Xinyuan Wang, Victor Shea-Jay Huang, Renmiao Chen, Hao Wang, Chengwei Pan, Lei Sha, Minlie Huang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2411.11929 2024-11-20 cs.CR 89%

ChatHTTPFuzz: Large Language Model-Assisted IoT HTTP Fuzzing

Zhe Yang, Hao Peng, Yanling Jiang, Xingwei Li, Haohua Du, Shuhai Wang, Jianwei Liu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2411.10294 2024-11-18 cs.SI cs.CY cs.GT physics.soc-ph 89%

Static network structure cannot stabilize cooperation among Large Language Model agents

Jin Han, Balaraju Battu, Ivan Romić, Talal Rahwan, Petter Holme

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2411.03827 2024-11-07 cs.HC 89%

DesignMinds: Enhancing Video-Based Design Ideation with Vision-Language Model and Context-Injected Large Language Model

Tianhao He, Andrija Stankovic, Evangelos Niforatos, Gerd Kortuem

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2409.11445 2024-11-06 cs.CR cs.AI cs.CL cs.LG 89%

Jailbreaking Large Language Models with Symbolic Mathematics

Emet Bethany, Mazal Bethany, Juan Arturo Nolazco Flores, Sumit Kumar Jha, Peyman Najafirad

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2406.06591 2024-10-30 cs.CL cs.AI cs.LG 89%

Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging

Hidetoshi Matsuo, Mizuho Nishio, Takaaki Matsunaga, Koji Fujimoto, Takamichi Murakami

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 16 pages, 3figures

Journal ref Cancers 2024, 16(21), 3621

2311.16511 2024-10-29 cs.CV 89%

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation

Zhanyu Wang, Longyue Wang, Zhen Zhao, Minghao Wu, Chenyang Lyu, Huayang Li, Deng Cai, Luping Zhou, Shuming Shi, Zhaopeng Tu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments ACM MM 2024, Oral

2410.15974 2024-10-22 cs.CL cs.AI cs.LG 89%

Large Language Models for Cross-lingual Emotion Detection

Ram Mohan Rao Kadiyala

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 6 pages , accepted to acl 2024

2408.06845 2024-10-22 cs.HC 89%

DracoGPT: Extracting Visualization Design Preferences from Large Language Models

Huichen Will Wang, Mitchell Gordon, Leilani Battle, Jeffrey Heer

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments IEEE Transactions on Visualization and Computer Graphics (Proc. VIS 2024)

2410.11684 2024-10-16 cs.AI cs.CL cs.LG 89%

Are UFOs Driving Innovation? The Illusion of Causality in Large Language Models

María Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester, Mario Alejandro Leiva

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2410.06336 2024-10-10 cs.HC 89%

Exploring Large Language Models Through a Neurodivergent Lens: Use, Challenges, Community-Driven Workarounds, and Concerns

Buse Carik, Kaike Ping, Xiaohan Ding, Eugenia H. Rho

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 29 pages with 1 figure

2405.15652 2024-10-08 cs.CR 89%

$$\mathbf{L^2\cdot M = C^2}$$ Large Language Models are Covert Channels

Simen Gaure, Stefanos Koffas, Stjepan Picek, Sondre Rønjom

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2410.04195 2024-10-08 cs.IR 89%

LLMTemporalComparator: A Tool for Analysing Differences in Temporal Adaptations of Large Language Models

Reinhard Friedrich Fritsch, Adam Jatowt

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2409.17460 2024-09-27 cs.IR 89%

Towards More Relevant Product Search Ranking Via Large Language Models: An Empirical Study

Qi Liu, Atul Singh, Jingbo Liu, Cun Mu, Zheng Yan

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments To be published in CIKM 2024 GenAIECommerce Workshop

2409.10490 2024-09-17 cs.SE 89%

Code Vulnerability Detection: A Comparative Analysis of Emerging Large Language Models

Shaznin Sultana, Sadia Afreen, Nasir U. Eisty

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2407.15841 2024-09-17 cs.CV 89%

SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models

Mingze Xu, Mingfei Gao, Zhe Gan, Hong-You Chen, Zhengfeng Lai, Haiming Gang, Kai Kang, Afshin Dehghan

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Technical report

2409.07178 2024-09-12 cs.HC 89%

Identify Design Problems Through Questioning: Exploring Role-playing Interactions with Large Language Models to Foster Design Questioning Skills

Hyunseung Lim, Dasom Choi, Hwajung Hong

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

1. 其他LLM 12145 篇

Single-pass Detection of Jailbreaking Input in Large Language Models

UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models

An Innovative Brain-Computer Interface Interaction System Based on the Large Language Model

FlexFL: Flexible and Effective Fault Localization with Open-Source Large Language Models

Large Language Model Adversarial Landscape Through the Lens of Attack Objectives

Can Large Language Models Improve SE Active Learning via Warm-Starts?

Harnessing Large Language Models to Enhance Self-Regulated Learning via Formative Feedback

CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models

SpearBot: Leveraging Large Language Models in a Generative-Critique Framework for Spear-Phishing Email Generation

Towards a Taxonomy of Large Language Model based Business Model Transformations

Still "Talking About Large Language Models": Some Clarifications

Scalable, Validated Code Translation of Entire Projects using Large Language Models

Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs

BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models

ChatHTTPFuzz: Large Language Model-Assisted IoT HTTP Fuzzing

Static network structure cannot stabilize cooperation among Large Language Model agents

DesignMinds: Enhancing Video-Based Design Ideation with Vision-Language Model and Context-Injected Large Language Model

Jailbreaking Large Language Models with Symbolic Mathematics

Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation

Large Language Models for Cross-lingual Emotion Detection

DracoGPT: Extracting Visualization Design Preferences from Large Language Models

Are UFOs Driving Innovation? The Illusion of Causality in Large Language Models

Exploring Large Language Models Through a Neurodivergent Lens: Use, Challenges, Community-Driven Workarounds, and Concerns

$$\mathbf{L^2\cdot M = C^2}$$ Large Language Models are Covert Channels

LLMTemporalComparator: A Tool for Analysing Differences in Temporal Adaptations of Large Language Models

Towards More Relevant Product Search Ranking Via Large Language Models: An Empirical Study

Code Vulnerability Detection: A Comparative Analysis of Emerging Large Language Models

SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models

Identify Design Problems Through Questioning: Exploring Role-playing Interactions with Large Language Models to Foster Design Questioning Skills