语言大模型 / LLM

Cloud-Based AI Systems: Leveraging Large Language Models for Intelligent Fault Detection and Autonomous Self-Healing

Cheng Ji, Huaiying Luo

机构 * Siebel School of Computing and Data Science（计算与数据科学学院） ； College of Computing and Information Science（计算与信息科学学院） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Cornell University（康奈尔大学） 纠错

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

From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models

Yidan Wang, Yubing Ren, Yanan Cao, Binxing Fang

机构 * Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所） ； School of Cyber Security, University of Chinese Academy of Sciences（中国科学院大学网络安全学院） ； Hainan Province Fang Binxing Academician Workstation（海南省方斌星院士工作站） 纠错

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

Comments Accepted to ACL 2025 (main)

CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models

Jianling Lu, Mingqi Lv, Tieming Chen

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

Comments All authors of this paper have unanimously decided to withdraw its preprint from arXiv. As one of the authors, I cannot unilaterally decide its retention. In accordance with the collective decision, we formally request the complete deletion of the paper from arXiv

Systematic Bias in Large Language Models: Discrepant Response Patterns in Binary vs. Continuous Judgment Tasks

Yi-Long Lu, Chunhui Zhang, Wei Wang

机构 * State Key Laboratory of General Artificial Intelligence（国家一般人工智能重点实验室） 纠错

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

Technical Challenges in Maintaining Tax Prep Software with Large Language Models

Sina Gogani-Khiabani, Varsha Dewangan, Nina Olson, Ashutosh Trivedi, Saeid Tizpaz-Niari

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

Comments Accepted to 14th Annual IRS/TPC Joint Research Conference on Tax Administration (IRS-TPC 2024)

TALLMesh: a simple application for performing Thematic Analysis with Large Language Models

Stefano De Paoli, Alex Fawzi

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

Large Language Models Enhanced Hyperbolic Space Recommender Systems

Wentao Cheng, Zhida Qin, Zexue Wu, Pengzhan Zhou, Tianyu Huang

机构 * Beijing Institute of Technology（北京理工大学） ； Guangdong Laboratory of Artificial Intelligence and Digital Economy（广东人工智能与数字经济实验室） ； Chongqing University（重庆大学） 纠错

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

Comments Accepted as a SIGIR'25 full paper

Robust image classification with multi-modal large language models

Francesco Villani, Igor Maljkovic, Dario Lazzaro, Angelo Sotgiu, Antonio Emanuele Cinà, Fabio Roli

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

Comments Paper accepted at Pattern Recognition Letters journal Keywords: adversarial examples, rejection defense, multimodal-informed systems, machine learning security

Journal ref Pattern Recognition Letters 2025

Replicating ReLM Results: Validating Large Language Models with ReLM

Reece Adamson, Erin Song

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

Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics

Yiran He, Yun Cao, Bowen Yang, Zeyu Zhang

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

Comments 12 pages, 11 figures, 13IHMMSec2025

Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide

Zhijie Duan, Kai Wei, Zhaoqian Xue, Jiayan Zhou, Shu Yang, Siyuan Ma, Jin Jin, Lingyao li

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

Ontologies in Design: How Imagining a Tree Reveals Possibilites and Assumptions in Large Language Models

Nava Haghighi, Sunny Yu, James Landay, Daniela Rosner

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

Comments 20 pages, 1 figure, 2 tables, CHI '25

Large Language Models Pass the Turing Test

Cameron R. Jones, Benjamin K. Bergen

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

Manipulation and the AI Act: Large Language Model Chatbots and the Danger of Mirrors

Joshua Krook

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

A Study on the Improvement of Code Generation Quality Using Large Language Models Leveraging Product Documentation

Takuro Morimoto, Harumi Haraguchi

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

Comments 12 pages, 5 figures and 10 tables

Prompt and circumstance: A word-by-word LLM prompting approach to interlinear glossing for low-resource languages

Micha Elsner, David Liu

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

Echoes of Power: Investigating Geopolitical Bias in US and China Large Language Models

Andre G. C. Pacheco, Athus Cavalini, Giovanni Comarela

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

CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model

Dongyoung Go, Taesun Whang, Chanhee Lee, Hwa-Yeon Kim, Sunghoon Park, Seunghwan Ji, Jinho Kim, Dongchan Kim, Young-Bum Kim

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

Comments Preprint. Under review

Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models

Mario Sanz-Guerrero, Katharina von der Wense

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

Comments Accepted to the 6th Workshop on Insights from Negative Results in NLP at NAACL 2025

KernelGPT: Enhanced Kernel Fuzzing via Large Language Models

Chenyuan Yang, Zijie Zhao, Lingming Zhang

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

Comments ASPLOS 2025

Evaluating open-source Large Language Models for automated fact-checking

Nicolo' Fontana, Francesco Corso, Enrico Zuccolotto, Francesco Pierri

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

Comments Main: 10 pages, 13 figures. Supplementary Materials: 7 pages, 29 figures, 1 table ### This work has been submitted to the IEEE for possible publication. ###

Sovereign Large Language Models: Advantages, Strategy and Regulations

Mykhailo Bondarenko, Sviatoslav Lushnei, Yurii Paniv, Oleksii Molchanovsky, Mariana Romanyshyn, Yurii Filipchuk, Artur Kiulian

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

Can Large Language Models Predict Antimicrobial Resistance Gene?

Hyunwoo Yoo

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

Evaluating Search Engines and Large Language Models for Answering Health Questions

Marcos Fernández-Pichel, Juan C. Pichel, David E. Losada

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

CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering

Tianyu Huai, Jie Zhou, Xingjiao Wu, Qin Chen, Qingchun Bai, Ze Zhou, Liang He

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

Comments 10 pages,4 figures,accepted by CVPR2025

Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models

Hongchuan Zeng, Senyu Han, Lu Chen, Kai Yu

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

Comments 16 pages, 11 figures, 4 tables

Analyzing User Perceptions of Large Language Models (LLMs) on Reddit: Sentiment and Topic Modeling of ChatGPT and DeepSeek Discussions

Krishnaveni Katta

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

Comments 13 pages, 8 figures

The Last JITAI? Exploring Large Language Models for Issuing Just-in-Time Adaptive Interventions: Fostering Physical Activity in a Conceptual Cardiac Rehabilitation Setting

David Haag, Devender Kumar, Sebastian Gruber, Dominik Hofer, Mahdi Sareban, Gunnar Treff, Josef Niebauer, Christopher Bull, Albrecht Schmidt, Jan David Smeddinck

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

REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective

Simon Geisler, Tom Wollschläger, M. H. I. Abdalla, Vincent Cohen-Addad, Johannes Gasteiger, Stephan Günnemann

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

Comments 30 pages, 6 figures, 15 tables

Evaluating the Effectiveness of Large Language Models in Automated News Article Summarization

Lionel Richy Panlap Houamegni, Fatih Gedikli

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