语言大模型 / LLM - arXivDaily 专题

2502.20285 2025-02-28 cs.LG stat.ML 89%

Conformal Tail Risk Control for Large Language Model Alignment

Catherine Yu-Chi Chen, Jingyan Shen, Zhun Deng, Lihua Lei

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

2502.12813 2025-02-19 cs.CL 89%

Simulating User Diversity in Task-Oriented Dialogue Systems using Large Language Models

Adnan Ahmad, Stefan Hillmann, Sebastian Möller

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

2502.08554 2025-02-13 cs.HC cs.AI 89%

Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies

Sunnie S. Y. Kim, Jennifer Wortman Vaughan, Q. Vera Liao, Tania Lombrozo, Olga Russakovsky

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

Comments CHI 2025. This version includes the appendix

2502.08281 2025-02-13 cs.CL 89%

Redefining Simplicity: Benchmarking Large Language Models from Lexical to Document Simplification

Jipeng Qiang, Minjiang Huang, Yi Zhu, Yunhao Yuan, Chaowei Zhang, Kui Yu

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

2502.06898 2025-02-12 cs.SE cs.AI 89%

Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End"

Francesco Sovrano, Adam Bauer, Alberto Bacchelli

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

Comments Accepted for publication at the ACM International Conference on the Foundations of Software Engineering (FSE) 2025. Replication Package: https://doi.org/10.5281/zenodo.14840519

2502.04759 2025-02-10 cs.CR cs.AI 89%

Enhancing Phishing Email Identification with Large Language Models

Catherine Lee

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

Comments 9 pages, 5 figures

2408.11182 2025-02-10 cs.CR cs.AI 89%

Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles

Zhilong Wang, Haizhou Wang, Nanqing Luo, Lan Zhang, Xiaoyan Sun, Yebo Cao, Peng Liu

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

2410.11720 2025-01-30 cs.DC cs.LG 89%

ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training

Yuhang Liang, Xinyi Li, Jie Ren, Ang Li, Bo Fang, Jieyang Chen

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

2406.13662 2025-01-29 cs.CL 89%

Jailbreaking Large Language Models Through Alignment Vulnerabilities in Out-of-Distribution Settings

Yue Huang, Jingyu Tang, Dongping Chen, Bingda Tang, Yao Wan, Lichao Sun, Philip S. Yu, Xiangliang Zhang

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

2501.11979 2025-01-22 cs.LG 89%

Linear Feedback Control Systems for Iterative Prompt Optimization in Large Language Models

Rupesh Raj Karn

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

2501.10685 2025-01-22 cs.CL 89%

Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations

Raha Aghaei, Ali A. Kiaei, Mahnaz Boush, Javad Vahidi, Mohammad Zavvar, Zeynab Barzegar, Mahan Rofoosheh

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

Comments 40 pages, 9 figures

2411.09261 2024-12-30 cs.CY cs.AI 89%

Automating Autograding: Large Language Models as Test Suite Generators for Introductory Programming

Umar Alkafaween, Ibrahim Albluwi, Paul Denny

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

Comments Submitted to Journal of Computer Assisted Learning; updated table refs

Journal ref J Comput Assist Learn, 41: e13100 (2025)

2405.04135 2024-12-30 cs.AI 89%

Human-centric Reward Optimization for Reinforcement Learning-based Automated Driving using Large Language Models

Ziqi Zhou, Jingyue Zhang, Jingyuan Zhang, Yangfan He, Boyue Wang, Tianyu Shi, Alaa Khamis

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

Comments 9 pages, 6 figures, 34 references

2412.17942 2024-12-25 cs.AI 89%

Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents

Antony Seabra, Claudio Cavalcante, Joao Nepomuceno, Lucas Lago, Nicolaas Ruberg, Sergio Lifschitz

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

Comments KDIR 2024 - Knowledge Discovery and Information Retrieval

2404.09043 2024-12-19 cs.CL 89%

Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation

Jia Gu, Liang Pang, Huawei Shen, Xueqi Cheng

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

Comments The 31st International Conference on Computational Linguistics (COLING 2025)

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

1. 其他LLM 12228 篇

Conformal Tail Risk Control for Large Language Model Alignment

Simulating User Diversity in Task-Oriented Dialogue Systems using Large Language Models

Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies

Redefining Simplicity: Benchmarking Large Language Models from Lexical to Document Simplification

Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End"

Enhancing Phishing Email Identification with Large Language Models

Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles

ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training

Jailbreaking Large Language Models Through Alignment Vulnerabilities in Out-of-Distribution Settings

Linear Feedback Control Systems for Iterative Prompt Optimization in Large Language Models

Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations

Automating Autograding: Large Language Models as Test Suite Generators for Introductory Programming

Human-centric Reward Optimization for Reinforcement Learning-based Automated Driving using Large Language Models

Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents

Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation

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