语言大模型 / LLM

A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI

Beiduo Chen, Siyao Peng, Anna Korhonen, Barbara Plank

机构 * MaiNLP, Center for Information and Language Processing, LMU Munich, Germany（MaiNLP，信息与语言处理中心，慕尼黑大学，德国） ； Munich Center for Machine Learning (MCML), Munich, Germany（慕尼黑机器学习中心（MCML），慕尼黑，德国） ； Language Technology Lab, University of Cambridge, United Kingdom（语言技术实验室，剑桥大学，英国） 纠错

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

Comments Accepted by ACL 2025 Findings, 25 pages, 21 figures

GenIC: An LLM-Based Framework for Instance Completion in Knowledge Graphs

Amel Gader, Alsayed Algergawy

机构 * University of Passau（巴伐利亚大学） 纠错

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

Emergent social conventions and collective bias in LLM populations

Ariel Flint Ashery, Luca Maria Aiello, Andrea Baronchelli

机构 * Department of Mathematics, City St George’s, University of London（伦敦大学数学系） ； Computer Science Department, IT University of Copenhagen（哥本哈根IT大学计算机科学系） ； Pioneer Centre for AI（人工智能先锋中心） ； The Alan Turing Institute, British Library（艾伦·图灵研究所，大英图书馆） 纠错

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

Journal ref Science Advances 11, eadu9368 (2025)

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Young-Min Cho, Sharath Chandra Guntuku, Lyle Ungar

机构 * University of Pennsylvania（宾夕法尼亚大学） 纠错

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

Comments Preprint

ReChisel: Effective Automatic Chisel Code Generation by LLM with Reflection

Juxin Niu, Xiangfeng Liu, Dan Niu, Xi Wang, Zhe Jiang, Nan Guan

机构 * Department of Computer Science, City University of Hong Kong（香港城市大学计算机科学系） ； School of Computer Science and Engineering, Northeastern University（东北大学计算机科学与工程学院） ； School of Automation, Southeast University（东南大学自动化学院） ； National Center of Technology Innovation for EDA, China（中国EDA技术创新国家中心） ； School of Integrated Circuits, Southeast University（东南大学集成电路学院） 纠错

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

Comments Accepted to DAC 2025

How Knowledge Popularity Influences and Enhances LLM Knowledge Boundary Perception

Shiyu Ni, Keping Bi, Jiafeng Guo, Xueqi Cheng

机构 * CAS Key Lab of Network Data Science and Technology, ICT, CAS（中国科学院信息科技研究院网络数据科学与技术重点实验室） ； State Key Laboratory of AI Safety（人工智能安全国家重点实验室） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

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

From nuclear safety to LLM security: Applying non-probabilistic risk management strategies to build safe and secure LLM-powered systems

Alexander Gutfraind, Vicki Bier

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

Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization

Yuanye Liu, Jiahang Xu, Li Lyna Zhang, Qi Chen, Xuan Feng, Yang Chen, Zhongxin Guo, Yuqing Yang, Peng Cheng

机构 * Fudan University（复旦大学） ； Microsoft Research Asia（微软亚洲研究院） 纠错

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

Attention Mechanism for LLM-based Agents Dynamic Diffusion under Information Asymmetry

Yiwen Zhang, Yifu Wu, Wenyue Hua, Xiang Lu, Xuming Hu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） ； University of California, Santa Barbara（加州大学圣巴巴拉分校） 纠错

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

Comments 18 pages, 5 figures

Vectors from Larger Language Models Predict Human Reading Time and fMRI Data More Poorly when Dimensionality Expansion is Controlled

Yi-Chien Lin, Hongao Zhu, William Schuler

机构 * The Ohio State University（俄亥俄州立大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

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

Feasibility with Language Models for Open-World Compositional Zero-Shot Learning

Jae Myung Kim, Stephan Alaniz, Cordelia Schmid, Zeynep Akata

机构 * University of Tübingen（图宾根大学） ； Helmholtz Munich（海德堡-慕尼黑研究所） ； Technical University of Munich（慕尼黑技术大学） ； Munich Center for Machine Learning（慕尼黑机器学习中心） ； Inria, Ecole normale supérieure, CNRS, PSL Research University（Inria、巴黎高等师范学校、国家科学研究中心、PSL研究大学） 纠错

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

Comments ECCV Workshop in OOD-CV, 2024

Examining the Role of LLM-Driven Interactions on Attention and Cognitive Engagement in Virtual Classrooms

Suleyman Ozdel, Can Sarpkaya, Efe Bozkir, Hong Gao, Enkelejda Kasneci

机构 * Human-Centered Technologies for Learning, Technical University of Munich（慕尼黑技术大学） ； School of Future Science and Engineering, Soochow University（苏州大学） 纠错

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

Comments Accepted to EDM 2025 (Eighteenth International Conference on Educational Data Mining)

Assessing and Enhancing the Robustness of LLM-based Multi-Agent Systems Through Chaos Engineering

Joshua Owotogbe

机构 * Jheronimus Academy of Data Science, Tilburg University, ’s-Hertogenbosch, Netherlands（蒂尔堡大学） 纠错

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

LLM-Assisted Automated Deductive Coding of Dialogue Data: Leveraging Dialogue-Specific Characteristics to Enhance Contextual Understanding

Ying Na, Shihui Feng

机构 * The University of Hong Kong（香港大学） 纠错

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

AndroidGen: Building an Android Language Agent under Data Scarcity

Hanyu Lai, Junjie Gao, Xiao Liu, Yifan Xu, Shudan Zhang, Yuxiao Dong, Jie Tang

机构 * Tsinghua University（清华大学） ； Zhipu AI（智谱AI） 纠错

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

Your Weak LLM is Secretly a Strong Teacher for Alignment

Leitian Tao, Yixuan Li

机构 * Department of Computer Sciences, University of Wisconsin-Madison（计算机科学系，威斯康星大学麦迪逊分校） 纠错

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

Comments Accepted by ICLR 2025

Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism Detection

Myrthe Reuver, Indira Sen, Matteo Melis, Gabriella Lapesa

机构 * First Author Affiliation（第一作者机构） ； Second Author Affiliation（第二作者机构） 纠错

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

Comments Accepted and published at Findings of NAACL 2025: cite published version whenever possible

ResNetVLLM -- Multi-modal Vision LLM for the Video Understanding Task

Ahmad Khalil, Mahmoud Khalil, Alioune Ngom

机构 * University of Windsor（温莎大学） 纠错

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

The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections

Chaoran Chen, Zhiping Zhang, Bingcan Guo, Shang Ma, Ibrahim Khalilov, Simret A Gebreegziabher, Yanfang Ye, Ziang Xiao, Yaxing Yao, Tianshi Li, Toby Jia-Jun Li

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

LLM$\times$MapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources

Haoyu Wang, Yujia Fu, Zhu Zhang, Shuo Wang, Zirui Ren, Xiaorong Wang, Zhili Li, Chaoqun He, Bo An, Zhiyuan Liu, Maosong Sun

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

An LLM Framework For Cryptography Over Chat Channels

Danilo Gligoroski, Mayank Raikwar, Sonu Kumar Jha

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

Comments 27 Pages

Do LLMs trust AI regulation? Emerging behaviour of game-theoretic LLM agents

Alessio Buscemi, Daniele Proverbio, Paolo Bova, Nataliya Balabanova, Adeela Bashir, Theodor Cimpeanu, Henrique Correia da Fonseca, Manh Hong Duong, Elias Fernandez Domingos, Antonio M. Fernandes, Marcus Krellner, Ndidi Bianca Ogbo, Simon T. Powers, Fernando P. Santos, Zia Ush Shamszaman, Zhao Song, Alessandro Di Stefano, The Anh Han

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

Synthetic Fluency: Hallucinations, Confabulations, and the Creation of Irish Words in LLM-Generated Translations

Sheila Castilho, Zoe Fitzsimmons, Claire Holton, Aoife Mc Donagh

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

AI Coding with Few-Shot Prompting for Thematic Analysis

Samuel Flanders, Melati Nungsari, Mark Cheong Wing Loong

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

Dynamic Hedging Strategies in Derivatives Markets with LLM-Driven Sentiment and News Analytics

Jie Yang, Yiqiu Tang, Yongjie Li, Lihua Zhang, Haoran Zhang

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

Comments Accepted by IJCNN 2025

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework

Tianming Liu, Jirong Yang, Yafeng Yin

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

Comments 39 pages; updated framework, literature review, and results

Demystifying Issues, Causes and Solutions in LLM Open-Source Projects

Yangxiao Cai, Peng Liang, Yifei Wang, Zengyang Li, Mojtaba Shahin

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

Comments Preprint accepted for publication in Journal of Systems and Software, 2025

Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion

Dongjun Wei, Minjia Mao, Xiao Fang, Michael Chau

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

Encrypted Prompt: Securing LLM Applications Against Unauthorized Actions

Shih-Han Chan

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

Inducing Personality in LLM-Based Honeypot Agents: Measuring the Effect on Human-Like Agenda Generation

Lewis Newsham, Ryan Hyland, Daniel Prince

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

Comments 11 pages, 1 figure, 6 tables. Accepted to NLPAICS 2024