语言大模型 / LLM

MalLoc: Toward Fine-grained Android Malicious Payload Localization via LLMs

Tiezhu Sun, Marco Alecci, Aleksandr Pilgun, Yewei Song, Xunzhu Tang, Jordan Samhi, Tegawendé F. Bissyandé, Jacques Klein

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments Accepted at ICSME 2025, NIER Track

Jinx: Unlimited LLMs for Probing Alignment Failures

Jiahao Zhao, Liwei Dong

专题命中 知识编辑与模型理解 ：language model(abstract)；分类 cs.CL

Comments https://huggingface.co/Jinx-org

GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data

Jiahui Zheng, Cole Jahnke, Wei "Wayne" Chen

专题命中 知识编辑与模型理解 ：pretraining(abstract)；分类 cs.LG

LLMs Learn Constructions That Humans Do Not Know

Jonathan Dunn, Mai Mohamed Eida

机构 * Department of Linguistics University of Illinois Urbana-Champaign（语言学系伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；分类 cs.CL

BiMark: Unbiased Multilayer Watermarking for Large Language Models

Xiaoyan Feng, He Zhang, Yanjun Zhang, Leo Yu Zhang, Shirui Pan

机构 * Griffith University, Brisbane（格里菲斯大学） ； RMIT University, Melbourne（皇家墨尔本理工大学） ； University of Technology Sydney, Sydney（悉尼大学） 纠错

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

Comments This paper is accepted by International Conference on Machine Learning (ICML) 2025

TombRaider: Entering the Vault of History to Jailbreak Large Language Models

Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li

机构 * UNSW（新南威尔士大学） ； NTU（国立大学） 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 Main Conference of EMNLP

Large Language Models in the Task of Automatic Validation of Text Classifier Predictions

Aleksandr Tsymbalov, Mikhail Khovrichev

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

Evaluating Company-specific Biases in Financial Sentiment Analysis using Large Language Models

Kei Nakagawa, Masanori Hirano, Yugo Fujimoto

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

Comments Acceped IEEE BigData 2024 Special Sessionon Understanding New Markets by Data Science, Social Science, and Economics

The Impact of Annotator Personas on LLM Behavior Across the Perspectivism Spectrum

Olufunke O. Sarumi, Charles Welch, Daniel Braun, Jörg Schlötterer

机构 * University of Marburg（马尔堡大学） ； McMaster University（麦马斯特大学） ； University of Mannheim（曼海姆大学） 纠错

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

Comments Accepted at ICNLSP 2025, Odense, Denmark

Handling Students Dropouts in an LLM-driven Interactive Online Course Using Language Models

Yuanchun Wang, Yiyang Fu, Jifan Yu, Daniel Zhang-Li, Zheyuan Zhang, Joy Lim Jia Yin, Yucheng Wang, Peng Zhou, Jing Zhang, Huiqin Liu

机构 * School of Information, Renmin University of China（中国人民大学信息学院） ； Institute of Education, Tsinghua University（清华大学教育学院） ； Department of Computer Science and Technology, Tsinghua University（清华大学计算机科学与技术系） ； Language Technology Institute, Carnegie Mellon University（卡内基梅隆大学语言技术学院） 纠错

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

Comments 12 pages

Quantifying Language Disparities in Multilingual Large Language Models

Songbo Hu, Ivan Vulić, Anna Korhonen

机构 * Language Technology Lab, University of Cambridge, UK（剑桥大学语言技术实验室） 纠错

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

Comments Accepted at EMNLP 2025

CoLMbo: Speaker Language Model for Descriptive Profiling

Massa Baali, Shuo Han, Syed Abdul Hannan, Purusottam Samal, Karanveer Singh, Soham Deshmukh, Rita Singh, Bhiksha Raj

机构 * Carnegie Mellon University（卡内基梅隆大学） ； FPrime AI 纠错

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

Comments Accepted to ASRU 2025

AudioLens: A Closer Look at Auditory Attribute Perception of Large Audio-Language Models

Chih-Kai Yang, Neo Ho, Yi-Jyun Lee, Hung-yi Lee

机构 * National Taiwan University（台湾大学） 纠错

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

Comments Accepted to ASRU 2025

Defending Against Prompt Injection With a Few DefensiveTokens

Sizhe Chen, Yizhu Wang, Nicholas Carlini, Chawin Sitawarin, David Wagner

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

Debiasing Multilingual LLMs in Cross-lingual Latent Space

Qiwei Peng, Guimin Hu, Yekun Chai, Anders Søgaard

机构 * University of Copenhagen（哥本哈根大学） ； ETH Zurich（苏黎世联邦理工学院） 纠错

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

Comments EMNLP 2025 Main

Does GPT-4 surpass human performance in linguistic pragmatics?

Ljubisa Bojic, Predrag Kovacevic, Milan Cabarkapa

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

Comments 19 pages, 1 figure, 2 tables

Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation

Haijian Ma, Daizong Liu, Xiaowen Cai, Pan Zhou, Yulai Xie

机构 * Huazhong University of Science and Technology（华中科技大学） ； Peking University（北京大学） 纠错

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

Comments 18pages,5 figures,emnlp

Limitations of refinement methods for weak to strong generalization

Seamus Somerstep, Ya'acov Ritov, Mikhail Yurochkin, Subha Maity, Yuekai Sun

机构 * University of Michigan（密歇根大学） ； IFM MBZUAI ； University of Waterloo（滑铁卢大学） 纠错

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

Comments COLM 2025

What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering

Federico Errica, Giuseppe Siracusano, Davide Sanvito, Roberto Bifulco

机构 * NEC Italia（NEC意大利分公司） ； NEC Laboratories Europe（NEC欧洲实验室） 纠错

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

Comments Proceedings of the Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025)

OVITA: Open-Vocabulary Interpretable Trajectory Adaptations

Anurag Maurya, Tashmoy Ghosh, Anh Nguyen, Ravi Prakash

机构 * Robert Bosch Centre for Cyber-Physical Systems, Indian Institute of Science（罗伯特·博世研究中心，印度科学院） 纠错

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

Comments Accepted to Robotics and Automation Letters 2025. Code link: https://github.com/anurag1000101/OVITA

Token Homogenization under Positional Bias

Viacheslav Yusupov, Danil Maksimov, Ameliia Alaeva, Tatiana Zaitceva, Antipina Anna, Anna Vasileva, Chenlin Liu, Rayuth Chheng, Danil Sazanakov, Andrey Chetvergov, Alina Ermilova, Egor Shvetsov

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

Exposing Privacy Risks in Graph Retrieval-Augmented Generation

Jiale Liu, Jiahao Zhang, Suhang Wang

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

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

Social Identity in Human-Agent Interaction: A Primer

Katie Seaborn

机构 * Institute of Science Tokyo（东京科学研究所） ； University of Cambridge（剑桥大学） 纠错

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

Comments 28 pages

Journal ref ACM Transactions on Human-Robot Interaction (2025)

Multi-Level LVLM Guidance for Untrimmed Video Action Recognition

Liyang Peng, Sihan Zhu, Yunjie Guo

机构 * Kunming University of Science and Technology（昆明理工大学） 纠错

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

Unveiling Code Clone Patterns in Open Source VR Software: An Empirical Study

Huashan Chen, Zisheng Huang, Yifan Xu, Wenjie Huang, Jinfu Chen, Haotang Li, Kebin Peng, Feng Liu, Sen He

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

Image Augmentation Agent for Weakly Supervised Semantic Segmentation

Wangyu Wu, Xianglin Qiu, Siqi Song, Zhenhong Chen, Xiaowei Huang, Fei Ma, Jimin Xiao

机构 * Xi'an Jiaotong-Liverpool University（西安交通大学利物浦大学） ； University of Liverpool（利物浦大学） ； Microsoft（微软公司） 纠错

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

Comments Accepted at Neurocomputing 2025

SafeBimanual: Diffusion-based Trajectory Optimization for Safe Bimanual Manipulation

Haoyuan Deng, Wenkai Guo, Qianzhun Wang, Zhenyu Wu, Ziwei Wang

机构 * Nanyang Technological University（南洋理工大学） ； Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

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

Comments Project website is at: https://denghaoyuan123.github.io/SafeBimanip/

Latent Graph Learning in Generative Models of Neural Signals

Nathan X. Kodama, Kenneth A. Loparo

机构 * Case Western Reserve University（凯斯西储大学） 纠错

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

Scene-Agnostic Traversability Labeling and Estimation via a Multimodal Self-supervised Framework

Zipeng Fang, Yanbo Wang, Lei Zhao, Weidong Chen

专题命中 其他LLM ：foundation model(abstract)

Straddling Two Platforms: From Twitter to Mastodon, an Analysis of the Evolution of an Unfinished Social Media Migration

Simón Peña-Fernández, Ainara Larrondo-Ureta, Jordi Morales-i-Gras

专题命中 其他LLM ：prompting(abstract)

Comments 16 pages, 2 Tables, 4 Figures

Journal ref Social Sciences (2025), 14(7), 402