语言大模型 / LLM

A Stylometric Application of Large Language Models

Harrison F. Stropkay, Jiayi Chen, Mohammad J. Latifi, Daniel N. Rockmore, Jeremy R. Manning

机构 * Dartmouth College（达特茅斯学院） 纠错

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

Comments All code and data needed to reproduce the results in this paper are available at https://github.com/ContextLab/llm-stylometry

Recognizing internal states in AI: evidence from patterned preferences in large language models

Annika Hedberg

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

Comments 14 pages, 1 table. Includes test protocol transcript and multi-system response data

Estimating the Error of Large Language Models at Pairwise Text Comparison

Tianyi Li

机构 * Department of Decisions, Operations and Technology, CUHK（决策、运营与技术系，香港中文大学） 纠错

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

Comments 14 pages, 6 figures

Group size effects and collective misalignment in LLM multi-agent systems

Ariel Flint, Luca Maria Aiello, Romualdo Pastor-Satorras, Andrea Baronchelli

机构 * Department of Mathematics, City St George’s University of London（伦敦城市圣乔治大学数学系） ； IT University of Copenhagen（哥本哈根IT大学） ； Pioneer Centre for AI, Copenhagen（哥本哈根先锋人工智能中心） ； Departament de Física, Universitat Politècnica de Catalunya（加泰罗尼亚理工大学物理系） 纠错

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

OptiTree: Hierarchical Thoughts Generation with Tree Search for LLM Optimization Modeling

Haoyang Liu, Jie Wang, Yuyang Cai, Xiongwei Han, Yufei Kuang, Jianye Hao

机构 * MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China（脑启发式感知与认知联合实验室，中国科学技术大学） ； Noah’s Ark Lab, Huawei Technologies（华为诺亚实验室） ； Tianjin University（天津大学） 纠错

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

Comments Published at NeurIPS 2025

E-bike agents: Large Language Model-Driven E-Bike Accident Analysis and Severity Prediction

Zhichao Yang, Jiashu He, Mohammad B. Al-Khasawneh, Darshan Pandit, Cirillo Cinzia

机构 * Civil and Environmental Engineering, University of Maryland（大学工程学院） ； Computer and Information Science, University of Pennsylvania（大学计算机与信息科学学院） 纠错

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

Mubeen AI: A Specialized Arabic Language Model for Heritage Preservation and User Intent Understanding

Mohammed Aljafari, Ismail Alturki, Ahmed Mori, Yehya Kadumi

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

Comments 21 pages, 2 figures, 3 tables. Includes appendices on ethical guidelines and training framework. Submitted September 04, 2025

Refusal as Silence: Gendered Disparities in Vision-Language Model Responses

Sha Luo, Sang Jung Kim, Zening Duan, Kaiping Chen

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

Multi-Stakeholder Alignment in LLM-Powered Collaborative AI Systems: A Multi-Agent Framework for Intelligent Tutoring

Alexandre P Uchoa, Carlo E T Oliveira, Claudia L R Motta, Daniel Schneider

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

DialoSpeech: Dual-Speaker Dialogue Generation with LLM and Flow Matching

Hanke Xie, Dake Guo, Chengyou Wang, Yue Li, Wenjie Tian, Xinfa Zhu, Xinsheng Wang, Xiulin Li, Guanqiong Miao, Bo Liu, Lei Xie

机构 * ASLP, Northwestern Polytechnical University, Xi’an, China（ASLP，西北工业大学，西安，中国） ； DataBaker (Qingdao) Technology（DataBaker（青岛）科技） 纠错

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

OmniDexGrasp: Generalizable Dexterous Grasping via Foundation Model and Force Feedback

Yi-Lin Wei, Zhexi Luo, Yuhao Lin, Mu Lin, Zhizhao Liang, Shuoyu Chen, Wei-Shi Zheng

机构 * School of Computer Science and Engineering, Sun Yat-sen University, China（计算机科学与工程学院，中山大学） 纠错

专题命中 其他LLM ：foundation model(title,abstract)；prompting(abstract)

Comments Project page: https://isee-laboratory.github.io/OmniDexGrasp/

Distinct social-linguistic processing between humans and large audio-language models: Evidence from model-brain alignment

Hanlin Wu, Xufeng Duan, Zhenguang Cai

机构 * Department of Linguistics and Modern Languages, The Chinese University of Hong Kong（语言学与现代语言系，香港中文大学） ； Brain and Mind Institute, The Chinese University of Hong Kong（脑与心智研究所，香港中文大学） 纠错

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

Comments Hanlin Wu, Xufeng Duan, and Zhenguang Cai. 2025. Distinct social-linguistic processing between humans and large audio-language models: Evidence from model-brain alignment. In Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, pages 135-143, Albuquerque, New Mexico, USA. Association for Computational Linguistics. https://aclanthology.org/2025.cmcl-1.18/

Journal ref In Proceedings of CMCL, pages 135-143, ACL (2025)

Input Matters: Evaluating Input Structure's Impact on LLM Summaries of Sports Play-by-Play

Barkavi Sundararajan, Somayajulu Sripada, Ehud Reiter

机构 * Department of Computing Science, University of Aberdeen（计算科学系，阿伯丁大学） 纠错

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

Comments Accepted at INLG 2025

CapRecover: A Cross-Modality Feature Inversion Attack Framework on Vision Language Models

Kedong Xiu, Sai Qian Zhang

机构 * New York University（纽约大学） 纠错

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

Comments 9 pages, accepted by the 2025 ACM Multimedia Conference. Code is available at https://jus1mple.github.io/Image2CaptionAttack

Integrated Design and Governance of Agentic AI Systems through Adaptive Information Modulation

Qiliang Chen, Sepehr Ilami, Nunzio Lore, Babak Heydari

机构 * Department of Mechanical and Industrial Engineering（机械与工业工程系） ； Institute of Experiential AI（体验人工智能研究所） ； Network Science Institute（网络科学研究所） ； Northeastern University（东北大学） ； Boston, MA 02115, United States（波士顿，马萨诸塞州，02115，美国） 纠错

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

Uncovering the Persuasive Fingerprint of LLMs in Jailbreaking Attacks

Havva Alizadeh Noughabi, Julien Serbanescu, Fattane Zarrinkalam, Ali Dehghantanha

机构 * Cyber Science Lab, University of Guelph（圭尔夫大学网络安全实验室） ； College of Engineering, University of Guelph（圭尔夫大学工程学院） 纠错

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

Code Digital Twin: Empowering LLMs with Tacit Knowledge for Complex Software Development

Xin Peng, Chong Wang

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

Comments This should be a replacement of another article (arXiv:2503.07967), I mis-submitted it as a new article

Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies

Yankai Chen, Xinni Zhang, Yifei Zhang, Yangning Li, Henry Peng Zou, Chunyu Miao, Weizhi Zhang, Xue Liu, Philip S. Yu

机构 * University of Illinois Chicago（伊利诺伊大学芝加哥分校） ； MBZUAI（马克斯·普朗克人工智能研究所） ； McGill University（麦吉尔大学） ； The Chinese University of Hong Kong（香港中文大学） ； Nanyang Technological University（南洋理工大学） ； Tsinghua University（清华大学） 纠错

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

Comments Accepted by NeurIPS'25 Position Track

Are LLMs Empathetic to All? Investigating the Influence of Multi-Demographic Personas on a Model's Empathy

Ananya Malik, Nazanin Sabri, Melissa Karnaze, Mai Elsherief

机构 * Northeastern University（东北大学） ； University of California, San Diego（加州大学圣地亚哥分校） 纠错

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

Comments 9 pages, 4 figures, 4 tables, EMNLP 2025 Findings

Improving Model Fusion by Training-time Neuron Alignment with Fixed Neuron Anchors

Zexi Li, Zhiqi Li, Jie Lin, Tao Shen, Jun Xiao, Yike Guo, Tao Lin, Chao Wu

机构 * Zhejiang University（浙江大学） ； Georgia Institute of Technology（佐治亚理工学院） ； Westlake University（西湖大学） ； Hong Kong University of Science and Technology（香港科技大学） 纠错

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

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

Knocking-Heads Attention

Zhanchao Zhou, Xiaodong Chen, Haoxing Chen, Zhenzhong Lan, Jianguo Li

机构 * Ant Group（蚂蚁集团） ； Zhejiang University（浙江大学） ； Westlake University（西湖大学） ； Renmin University of China（中国人民大学） 纠错

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

ColorEcosystem: Powering Personalized, Standardized, and Trustworthy Agentic Service in massive-agent Ecosystem

Fangwen Wu, Zheng Wu, Jihong Wang, Yunku Chen, Ruiguang Pei, Heyuan Huang, Xin Liao, Xingyu Lou, Huarong Deng, Zhihui Fu, Weiwen Liu, Zhuosheng Zhang, Weinan Zhang, Jun Wang

机构 * Shanghai Jiao Tong University（上海交通大学） ； OPPO 纠错

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

E2E Process Automation Leveraging Generative AI and IDP-Based Automation Agent: A Case Study on Corporate Expense Processing

Cheonsu Jeong, Seongmin Sim, Hyoyoung Cho, Sungsu Kim, Byounggwan Shin

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

Journal ref 2025, Artificial Intelligence and Applications

Gatsby Without the 'E': Crafting Lipograms with LLMs

Rohan Balasubramanian, Nitish Gokulakrishnan, Syeda Jannatus Saba, Steven Skiena

机构 * Stony Brook University（石溪大学） 纠错

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

Learning the PTM Code through a Coarse-to-Fine, Mechanism-Aware Framework

Jingjie Zhang, Hanqun Cao, Zijun Gao, Yu Wang, Shaoning Li, Jun Xu, Cheng Tan, Jun Zhu, Chang-Yu Hsieh, Chunbin Gu, Pheng Ann Heng

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

Comments 47 pages

Application of Quantum Tensor Networks for Protein Classification

Debarshi Kundu, Archisman Ghosh, Srinivasan Ekambaram, Jian Wang, Nikolay Dokholyan, Swaroop Ghosh

机构 * Pennsylvania State University（宾夕法尼亚州立大学） 纠错

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

Comments 7 pages, 8 figures

Journal ref GLSVLSI '24: Proceedings of the Great Lakes Symposium on VLSI 2024

Proportion and Perspective Control for Flow-Based Image Generation

Julien Boudier, Hugo Caselles-Dupré

机构 * Obvious Research（Obvious研究） 纠错

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

Comments Technical report after open-source release

Vision Transformers Don't Need Trained Registers

Nick Jiang, Amil Dravid, Alexei Efros, Yossi Gandelsman

机构 * UC Berkeley（伯克利大学） 纠错

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

Comments Project page and code: https://avdravid.github.io/test-time-registers. Accepted to NeurIPS '25 (spotlight)

A Training-Free Framework for Open-Vocabulary Image Segmentation and Recognition with EfficientNet and CLIP

Ying Dai, Wei Yu Chen

专题命中 其他LLM ：language model(abstract)

Trapping, chaos and averaging in bubbling AdS spaces

David Berenstein, Mihailo Čubrović, Vladan Djukić

专题命中 其他LLM ：LLM(abstract)

Comments 33 pages, 20 figures; this version: discussion on the microscopic nature of ensemble averaging added in sections 3.3.1 and 3.3.2