语言大模型 / LLM - arXivDaily 专题

2405.13820 2024-12-18 cs.CL 89%

Towards Comprehensive Post Safety Alignment of Large Language Models via Safety Patching

Weixiang Zhao, Yulin Hu, Zhuojun Li, Yang Deng, Jiahe Guo, Xingyu Sui, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu

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

Comments 25 pages, 10 figures and 14 tables

2408.12214 2024-12-17 cs.AI 89%

Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Xia Jiang, Yaoxin Wu, Yuan Wang, Yingqian Zhang

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

2411.11895 2024-11-20 cs.IR cs.CL 89%

Deploying Large Language Models With Retrieval Augmented Generation

Sonal Prabhune, Donald J. Berndt

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

2411.08742 2024-11-14 cs.CL cs.SD eess.AS 89%

A Comparative Study of Discrete Speech Tokens for Semantic-Related Tasks with Large Language Models

Dingdong Wang, Mingyu Cui, Dongchao Yang, Xueyuan Chen, 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 tables, 4 figures

2404.10229 2024-11-06 cs.CL 89%

Generative Text Steganography with Large Language Model

Jiaxuan Wu, Zhengxian Wu, Yiming Xue, Juan Wen, Wanli Peng

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

Comments 9 pages, 4 figures, accepted at ACM Multimedia 2024

2410.23894 2024-11-05 cs.CR cs.LG 89%

Metamorphic Malware Evolution: The Potential and Peril of Large Language Models

Pooria Madani

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

Journal ref 2023 5th IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA)

2403.16038 2024-11-05 cs.CL 89%

Monotonic Paraphrasing Improves Generalization of Language Model Prompting

Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen

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

Comments EMNLP 2024 Camera Ready

2410.22827 2024-10-31 cs.CL 89%

How Well Do Large Language Models Disambiguate Swedish Words?

Richard Johansson

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

Comments SLTC 2024 extended abstract

2406.01946 2024-10-30 cs.CR cs.CL 89%

Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature

Tong Zhou, Xuandong Zhao, Xiaolin Xu, Shaolei Ren

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

Comments NeurIPS 2024 camera-ready

2410.17112 2024-10-23 cs.CL cs.IR 89%

Enhancing Answer Attribution for Faithful Text Generation with Large Language Models

Juraj Vladika, Luca Mülln, Florian Matthes

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 KDIR 2024 (part of IC3K 2024)

2410.14231 2024-10-21 cs.CL 89%

Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework

Zhen Tao, Zhiyu Li, Runyu Chen, Dinghao Xi, Wei Xu

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

2410.13909 2024-10-21 cs.SI cs.AI cs.MA 89%

Large Language Model-driven Multi-Agent Simulation for News Diffusion Under Different Network Structures

Xinyi Li, Yu Xu, Yongfeng Zhang, Edward C. Malthouse

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

2410.12971 2024-10-18 cs.CL 89%

Self-Pluralising Culture Alignment for Large Language Models

Shaoyang Xu, Yongqi Leng, Linhao Yu, Deyi Xiong

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

Comments Implementation for the paper: https://github.com/shaoyangxu/CultureSPA

2410.11877 2024-10-17 cs.HC cs.AI 89%

A Framework for Collaborating a Large Language Model Tool in Brainstorming for Triggering Creative Thoughts

Hung-Fu Chang, Tong Li

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

Comments 18 pages, 3 figures

2410.06932 2024-10-10 econ.GN cs.AI q-fin.EC 89%

Reproducing and Extending Experiments in Behavioral Strategy with Large Language Models

Daniel Albert, Stephan Billinger

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

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

1. 其他LLM 12127 篇

Towards Comprehensive Post Safety Alignment of Large Language Models via Safety Patching

Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Deploying Large Language Models With Retrieval Augmented Generation

A Comparative Study of Discrete Speech Tokens for Semantic-Related Tasks with Large Language Models

Generative Text Steganography with Large Language Model

Metamorphic Malware Evolution: The Potential and Peril of Large Language Models

Monotonic Paraphrasing Improves Generalization of Language Model Prompting

How Well Do Large Language Models Disambiguate Swedish Words?

Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature

Enhancing Answer Attribution for Faithful Text Generation with Large Language Models

Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework

Large Language Model-driven Multi-Agent Simulation for News Diffusion Under Different Network Structures

Self-Pluralising Culture Alignment for Large Language Models

A Framework for Collaborating a Large Language Model Tool in Brainstorming for Triggering Creative Thoughts

Reproducing and Extending Experiments in Behavioral Strategy with Large Language Models

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