语言大模型 / LLM

Do Large Language Models Favor Recent Content? A Study on Recency Bias in LLM-Based Reranking

Hanpei Fang, Sijie Tao, Nuo Chen, Kai-Xin Chang, Tetsuya Sakai

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

Multilingual Collaborative Defense for Large Language Models

Hongliang Li, Jinan Xu, Gengping Cui, Changhao Guan, Fengran Mo, Kaiyu Huang

机构 * Key Laboratory of Big Data & Artificial Intelligence in Transportation (Beijing Jiaotong University), Ministry of Education（大数据与人工智能交通运输 key laboratory（北京交通大学）） ； School of Computer Science and Technology, Beijing Jiaotong University（计算机科学与技术学院（北京交通大学）） ； University of Montreal（蒙特利尔大学） 纠错

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

Comments 21 pages, 4figures

Leveraging Large Language Models to Democratize Access to Costly Datasets for Academic Research

Julian Junyan Wang, Victor Xiaoqi Wang

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

Comments 58 pagegs, 5 figures, 5 tables

Tractable Asymmetric Verification for Large Language Models via Deterministic Replicability

Zan-Kai Chong, Hiroyuki Ohsaki, Bryan Ng

机构 * School of Science and Technology（科学与技术学院） ； Kwansei Gakuin University（冈山公立大学） ； School of Engineering & Computer Science（工程与计算机科学学院） ； Victoria University of Wellington（威灵顿维多利亚大学） 纠错

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

The Anti-Ouroboros Effect: Emergent Resilience in Large Language Models from Recursive Selective Feedback

Sai Teja Reddy Adapala

机构 * University of North Carolina at Charlotte（北卡罗来纳大学夏洛特分校） 纠错

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

Comments 5 pages, 3 figures, 2 tables. Code is available at: https://github.com/imsaitejareddy/ouroboros-effect-experiment

LLM as a Broken Telephone: Iterative Generation Distorts Information

Amr Mohamed, Mingmeng Geng, Michalis Vazirgiannis, Guokan Shang

机构 * MBZUAI ； SISSA ； Ecole Polytechnique（巴黎政治学院） 纠错

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

Comments Accepted to ACL 2025, Main Conference

Character-Level Perturbations Disrupt LLM Watermarks

Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, He Zhang, Shirui Pan, Bo Liu, Asif Qumer Gill, Leo Yu Zhang

机构 * University of Technology Sydney（新南威尔士大学） ； Griffith University（格里菲斯大学） ； RMIT University（皇家墨尔本理工大学） 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 by Network and Distributed System Security (NDSS) Symposium 2026

Journal ref Network and Distributed System Security (NDSS) Symposium 2026

EchoLeak: The First Real-World Zero-Click Prompt Injection Exploit in a Production LLM System

Pavan Reddy, Aditya Sanjay Gujral

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

Comments 8 pages content, 1 page references, 2 figures, Published at AAAI Fall Symposium Series 2025

SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals

Peixuan Han, Cheng Qian, Xiusi Chen, Yuji Zhang, Heng Ji, Denghui Zhang

机构 * Siebel School of Computing（计算科学系） ； Data Science, University of Illinois Urbana-Champaign（数据科学，伊利诺伊大学厄巴纳-香槟分校） ； School of Business, Stevens Institute of Technology（商学院，史蒂文斯理工学院） 纠错

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

Testing for LLM response differences: the case of a composite null consisting of semantically irrelevant query perturbations

Aranyak Acharyya, Carey E. Priebe, Hayden S. Helm

机构 * Mathematical Institute for Data Science（数据科学数学研究所） ； Department of Applied Mathematics and Statistics（应用数学与统计学系） ； Helivan 纠错

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

From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations

Shenghan Wu, Yimo Zhu, Wynne Hsu, Mong-Li Lee, Yang Deng

机构 * National University of Singapore（国立新加坡大学） ； Singapore Management University（新加坡管理大学） 纠错

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

Comments Accepted by EMNLP 2025 Main Conference

Social Perception of Faces in a Vision-Language Model

Carina I. Hausladen, Manuel Knott, Colin F. Camerer, Pietro Perona

机构 * California Institute of Technology（加州理工学院） ； ETH Zurich（苏黎世联邦理工学院） ； Computational Social Science（计算社会科学） ； Swiss Data Science Center（瑞士数据科学中心） ； Empa（瑞士联邦材料科学与技术研究院） 纠错

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

Journal ref Published in the Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency (FAccT 2025)

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight

Jingyu Tang, Chaoran Chen, Jiawen Li, Zhiping Zhang, Bingcan Guo, Ibrahim Khalilov, Simret Araya Gebreegziabher, Bingsheng Yao, Dakuo Wang, Yanfang Ye, Tianshi Li, Ziang Xiao, Yaxing Yao, Toby Jia-Jun Li

机构 * University of Notre Dame（诺丁汉大学） ； University of Michigan（密歇根大学） ； Northeastern University（东北大学） ； University of Washington（华盛顿大学） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

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

Transplant Then Regenerate: A New Paradigm for Text Data Augmentation

Guangzhan Wang, Hongyu Zhang, Beijun Shen, Xiaodong Gu

机构 * Shanghai Jiao Tong University（上海交通大学） ； Chongqing University（重庆大学） 纠错

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

Comments Accepted by EMNLP 2025

'Hello, World!': Making GNNs Talk with LLMs

Sunwoo Kim, Soo Yong Lee, Jaemin Yoo, Kijung Shin

机构 * Kim Jaechul Graduate School of AI, KAIST（金 Jaechul人工智能研究生院，韩国科学技术院） 纠错

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

Comments Published as a conference paper at EMNLP 2025 Findings. Code and datasets are in https://github.com/kswoo97/GLN-Code

Text Adaptation to Plain Language and Easy Read via Automatic Post-Editing Cycles

Jesús Calleja, David Ponce, Thierry Etchegoyhen

机构 * Fundación Vicomtech, Basque Research and Technology Alliance (BRTA)（维克姆科技基金会、巴斯克研究与技术联盟） ； University of the Basque Country - UPV/EHU（巴斯克国家大学 - UPV/EHU） 纠错

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

Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding

Seongho Joo, Hyukhun Koh, Kyomin Jung

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

Comments EMNLP 2025

Open-ended Hierarchical Streaming Video Understanding with Vision Language Models

Hyolim Kang, Yunsu Park, Youngbeom Yoo, Yeeun Choi, Seon Joo Kim

机构 * Yonsei University（延世大学） 纠错

专题命中 其他LLM ：language model(title)

Comments 17 pages

Aligning ESG Controversy Data with International Guidelines through Semi-Automatic Ontology Construction

Tsuyoshi Iwata, Guillaume Comte, Melissa Flores, Ryoma Kondo, Ryohei Hisano

机构 * University of Zürich (UZH)（苏黎世大学） ； RepRisk AG（RepRisk公司） ； Graduate School of Information Science and Technology, The University of Tokyo（东京大学信息科学与技术研究生院） ； The Canon Institute for Global Studies（佳能全球研究学院） 纠错

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

Comments Author accepted manuscript. This paper has been accepted for presentation at the ISWC 2025 Posters & Demos Track. License details will be updated once the official proceedings are published

Differential Stochastic Variational Inequalities with Parametric Optimization

Xiaojun Chen, Jian Guo, Guan Wang

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

Comments 35 pages, 5 figures

Visual Evolutionary Optimization on Graph-Structured Combinatorial Problems with MLLMs: A Case Study of Influence Maximization

Jie Zhao, Kang Hao Cheong

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

Data-Driven Analysis of Text-Conditioned AI-Generated Music: A Case Study with Suno and Udio

Luca Casini, Laura Cros Vila, David Dalmazzo, Anna-Kaisa Kaila, Bob L. T. Sturm

机构 * KTH Royal Institute of Technology（皇家理工学院） 纠错

专题命中 其他LLM ：prompting(abstract)；分类 cs.AI、cs.LG

Comments Submitted for review to TISMIR Digital Musicology special issue

Multi-Agent Systems Execute Arbitrary Malicious Code

Harold Triedman, Rishi Jha, Vitaly Shmatikov

机构 * Cornell Tech（康奈尔科技） 纠错

专题命中 其他LLM ：LLM(abstract)；分类 cs.LG

Comments 33 pages, 5 figures, 7 tables

HiPARS: Highly-Parallel Atom Rearrangement Sequencer

Jonas Winklmann, Martin Schulz

专题命中 其他LLM ：SLM(abstract)

Comments 10 pages, 9 figures

Journal ref 2025 IEEE International Conference on Quantum Computing and Engineering (QCE), Albuquerque, NM, United States, 2025, pp. 530-539

PrivWeb: Unobtrusive and Content-aware Privacy Protection For Web Agents

Shuning Zhang, Yutong Jiang, Rongjun Ma, Yuting Yang, Mingyao Xu, Zhixin Huang, Xin Yi, Hewu Li

专题命中 其他LLM ：LLM(abstract)

Language-based Color ISP Tuning

Owen Mayer, Shohei Noguchi, Alexander Berestov, Jiro Takatori

专题命中 其他LLM ：language model(abstract)

Comments Accepted to Color and Imaging Conference (CIC) 2025