语言大模型 / LLM - arXivDaily 专题

2410.04190 2024-10-08 cs.CR cs.CL 89%

Harnessing Task Overload for Scalable Jailbreak Attacks on Large Language Models

Yiting Dong, Guobin Shen, Dongcheng Zhao, Xiang He, Yi Zeng

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

2403.17336 2024-10-02 cs.CR cs.CL 89%

Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models

Zhiyuan Yu, Xiaogeng Liu, Shunning Liang, Zach Cameron, Chaowei Xiao, Ning Zhang

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

Comments Accepted by USENIX Security 2024

2409.17581 2024-09-27 cs.AI 89%

A Scalable Data-Driven Framework for Systematic Analysis of SEC 10-K Filings Using Large Language Models

Syed Affan Daimi, Asma Iqbal

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

Comments 10 pages, 7 figures

2406.15492 2024-09-26 cs.MA cs.LG physics.soc-ph 89%

On the Principles behind Opinion Dynamics in Multi-Agent Systems of Large Language Models

Pedro Cisneros-Velarde

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

2403.10081 2024-09-24 cs.CL cs.IR 89%

DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models

Weihang Su, Yichen Tang, Qingyao Ai, Zhijing Wu, Yiqun Liu

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

2405.16631 2024-09-23 cs.CL cs.CY cs.SI 89%

Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models

Qiong Nan, Qiang Sheng, Juan Cao, Beizhe Hu, Danding Wang, Jintao Li

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

Comments 11 pages, 5 figures, 8 tables

Journal ref CIKM 2024

2409.12699 2024-09-20 cs.SE cs.LG 89%

PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs)

Mahmoud Nazzal, Issa Khalil, Abdallah Khreishah, NhatHai Phan

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

Comments 15 pages, 19 figures, CCS 2024

2406.13605 2024-09-20 cs.CY cs.AI cs.GT physics.soc-ph 89%

Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma?

Nicoló Fontana, Francesco Pierri, Luca Maria Aiello

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

Comments v1: 9 pages, 8 figures, 1 table v2: 11 pages, 14 figures, 1 table. Increased number of models studied, expanded results and conclusion, added references, corrected typos

2405.17439 2024-09-18 cs.NI cs.LG cs.SY eess.SY 89%

An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models

Hao Zhou, Chengming Hu, Xue Liu

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

2409.09905 2024-09-17 cs.CL 89%

Rediscovering the Latent Dimensions of Personality with Large Language Models as Trait Descriptors

Joseph Suh, Suhong Moon, Minwoo Kang, David M. Chan

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

2404.03302 2024-09-13 cs.CL 89%

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?

Siye Wu, Jian Xie, Jiangjie Chen, Tinghui Zhu, Kai Zhang, Yanghua Xiao

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

Comments COLM 2024

2409.06978 2024-09-12 cs.FL cs.AI 89%

Large Language Models and the Extended Church-Turing Thesis

Jiří Wiedermann, Jan van Leeuwen

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

Comments In Proceedings NCMA 2024, arXiv:2409.06120

Journal ref EPTCS 407, 2024, pp. 198-213

2409.02474 2024-09-05 cs.SE cs.CL 89%

A Comparative Study on Large Language Models for Log Parsing

Merve Astekin, Max Hort, Leon Moonen

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

Comments Accepted for publication in the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM '24)

2404.00276 2024-08-26 cs.AI 89%

Instruction-Driven Game Engines on Large Language Models

Hongqiu Wu, Yan Wang, Xingyuan Liu, Hai Zhao, Min Zhang

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

2408.11936 2024-08-23 cs.AI cs.HC 89%

Estimating Contribution Quality in Online Deliberations Using a Large Language Model

Lodewijk Gelauff, Mohak Goyal, Bhargav Dindukurthi, Ashish Goel, Alice Siu

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

2401.03315 2024-08-21 cs.CR cs.AI 89%

Malla: Demystifying Real-world Large Language Model Integrated Malicious Services

Zilong Lin, Jian Cui, Xiaojing Liao, XiaoFeng Wang

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

Comments Accepted at the 33rd USENIX Security Symposium (USENIX Security '24). The data and code are available at https://github.com/idllresearch/malicious-gpt

2402.14424 2024-08-19 cs.AI cs.CY 89%

Automating psychological hypothesis generation with AI: when large language models meet causal graph

Song Tong, Kai Mao, Zhen Huang, Yukun Zhao, Kaiping Peng

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

Journal ref Humanities and Social Sciences Communications, (2024) 11:896

2408.04029 2024-08-09 cs.CL 89%

Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It?

Anupama Chingacham, Miaoran Zhang, Vera Demberg, Dietrich Klakow

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

Comments Accepted at HuCLLM @ ACL 2024

2408.02871 2024-08-07 cs.CR cs.AI 89%

Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning

Dmitri Iourovitski, Sanat Sharma, Rakshak Talwar

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

2407.17760 2024-07-26 cs.HC cs.AI 89%

TwIPS: A Large Language Model Powered Texting Application to Simplify Conversational Nuances for Autistic Users

Rukhshan Haroon, Fahad Dogar

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

2401.09967 2024-07-23 cs.CL 89%

Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access

Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West

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

Comments Accepted to ACL 2024 Oral

2407.13067 2024-07-19 cs.HC cs.AI cs.CY 89%

Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness

Harsh Kumar, Suhyeon Yoo, Angela Zavaleta Bernuy, Jiakai Shi, Huayin Luo, Joseph Williams, Anastasia Kuzminykh, Ashton Anderson, Rachel Kornfield

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

Comments Under review

2407.10376 2024-07-16 q-bio.NC cs.CL 89%

Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder

Yuejiao Wang, Xianmin Gong, Lingwei Meng, Xixin Wu, Helen Meng

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

Comments 5 pages, accepted by Interspeech 2024

2407.09502 2024-07-16 cs.NE cs.AI 89%

From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models

Eleni Nisioti, Claire Glanois, Elias Najarro, Andrew Dai, Elliot Meyerson, Joachim Winther Pedersen, Laetitia Teodorescu, Conor F. Hayes, Shyam Sudhakaran, Sebastian Risi

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

2403.01061 2024-07-15 cs.CL 89%

Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers

Melanie Subbiah, Sean Zhang, Lydia B. Chilton, Kathleen McKeown

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

Comments pre-MIT Press publication version

2407.06779 2024-07-10 cs.CL 89%

Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions

Wenxin Zhou, Thuy Hang Ngo

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

Comments Submitted to Conference and Labs of the Evaluation Forum (CLEF) 2024 CEUR-WS

2407.06025 2024-07-09 cs.AI 89%

iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement

Aoyu Pang, Maonan Wang, Man-On Pun, Chung Shue Chen, Xi Xiong

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

2407.05377 2024-07-09 cs.AI 89%

Collective Innovation in Groups of Large Language Models

Eleni Nisioti, Sebastian Risi, Ida Momennejad, Pierre-Yves Oudeyer, Clément Moulin-Frier

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

2405.13401 2024-07-09 cs.CR cs.CL 89%

TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models

Pengzhou Cheng, Yidong Ding, Tianjie Ju, Zongru Wu, Wei Du, Ping Yi, Zhuosheng Zhang, Gongshen Liu

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

Comments 19 pages, 14 figures, 4 tables

2209.11737 2024-07-09 cs.CV cs.LG q-bio.NC 89%

Visual representations in the human brain are aligned with large language models

Adrien Doerig, Tim C Kietzmann, Emily Allen, Yihan Wu, Thomas Naselaris, Kendrick Kay, Ian Charest

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

1. 其他LLM 12228 篇

Harnessing Task Overload for Scalable Jailbreak Attacks on Large Language Models

Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models

A Scalable Data-Driven Framework for Systematic Analysis of SEC 10-K Filings Using Large Language Models

On the Principles behind Opinion Dynamics in Multi-Agent Systems of Large Language Models

DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models

Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models

PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs)

Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma?

An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models

Rediscovering the Latent Dimensions of Personality with Large Language Models as Trait Descriptors

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?

Large Language Models and the Extended Church-Turing Thesis

A Comparative Study on Large Language Models for Log Parsing

Instruction-Driven Game Engines on Large Language Models

Estimating Contribution Quality in Online Deliberations Using a Large Language Model

Malla: Demystifying Real-world Large Language Model Integrated Malicious Services

Automating psychological hypothesis generation with AI: when large language models meet causal graph

Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It?

Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning

TwIPS: A Large Language Model Powered Texting Application to Simplify Conversational Nuances for Autistic Users

Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access

Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness

Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder

From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models

Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers

Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions

iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement

Collective Innovation in Groups of Large Language Models

TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models

Visual representations in the human brain are aligned with large language models