大模型对齐与安全

AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models

Sayantan Adak, Pratyush Chatterjee, Somnath Banerjee, Rima Hazra, Somak Aditya, Animesh Mukherjee

专题命中 安全评测 ：alignment(title,abstract)；safety(abstract)；分类 cs.CL

Safety of Embodied Navigation: A Survey

Zixia Wang, Jia Hu, Ronghui Mu

机构 * University of Exeter（埃克塞特大学） 纠错

专题命中 安全评测 ：safety(title,abstract)；分类 cs.AI

CARE: Enhancing Safety of Visual Navigation through Collision Avoidance via Repulsive Estimation

Joonkyung Kim, Joonyeol Sim, Woojun Kim, Katia Sycara, Changjoo Nam

机构 * Department of Electronic Engineering, Sogang University（电子工程系，首尔大学） ； Robotics Institute, Carnegie Mellon University（机器人研究所，卡内基梅隆大学） 纠错

专题命中 安全评测 ：safety(title,abstract)

Comments 16 pages, 6 figures

Advancing Welding Defect Detection in Maritime Operations via Adapt-WeldNet and Defect Detection Interpretability Analysis

Kamal Basha S, Athira Nambiar

机构 * Department of Computational Intelligence, Faculty of Engineering and Technology, SRM Institute of Science and Technology（计算智能系，工程与技术学院，SRM科学与技术学院） 纠错

专题命中 安全评测 ：safety(abstract)；trustworthy(abstract)；分类 cs.AI、cs.LG

Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results

Andrea Santilli, Adam Golinski, Michael Kirchhof, Federico Danieli, Arno Blaas, Miao Xiong, Luca Zappella, Sinead Williamson

专题命中 安全评测 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at ACL 2025 (Main)

Autonomous Structural Memory Manipulation for Large Language Models Using Hierarchical Embedding Augmentation

Derek Yotheringhay, Alistair Kirkland, Humphrey Kirkbride, Josiah Whitesteeple

专题命中 安全评测 ：alignment(abstract)；分类 cs.CL、cs.AI

Comments arXiv admin note: This paper has been withdrawn by arXiv due to disputed and unverifiable authorship

Neural Contextual Reinforcement Framework for Logical Structure Language Generation

Marcus Irvin, William Cooper, Edward Hughes, Jessica Morgan, Christopher Hamilton

专题命中 安全评测 ：alignment(abstract)；分类 cs.CL、cs.AI

Comments arXiv admin note: This paper has been withdrawn by arXiv due to disputed and unverifiable authorship

Semantic and Structural Analysis of Implicit Biases in Large Language Models: An Interpretable Approach

Renhan Zhang, Lian Lian, Zhen Qi, Guiran Liu

专题命中 安全评测 ：alignment(abstract)；分类 cs.CL

Adversarial Topic-aware Prompt-tuning for Cross-topic Automated Essay Scoring

Chunyun Zhang, Hongyan Zhao, Chaoran Cui, Qilong Song, Zhiqing Lu, Shuai Gong, Kailin Liu

机构 * Shandong University of Finance and Economics（山东财经大学） ； University of Toronto（多伦多大学） 纠错

专题命中 安全评测 ：alignment(abstract)；分类 cs.CL

Structured Convergence in Large Language Model Representations via Hierarchical Latent Space Folding

Fenella Harcourt, Naderdel Piero, Gilbert Sutherland, Daphne Holloway, Harriet Bracknell, Julian Ormsby

专题命中 安全评测 ：alignment(abstract)；分类 cs.CL

Comments arXiv admin note: This paper has been withdrawn by arXiv due to disputed and unverifiable authorship

Risk Analysis Techniques for Governed LLM-based Multi-Agent Systems

Alistair Reid, Simon O'Callaghan, Liam Carroll, Tiberio Caetano

机构 * Gradient Institute Ltd.（梯度研究所有限公司） 纠错

专题命中 安全评测 ：red teaming(abstract)；分类 cs.AI

VISTAR:A User-Centric and Role-Driven Benchmark for Text-to-Image Evaluation

Kaiyuan Jiang, Ruoxi Sun, Ying Cao, Yuqi Xu, Xinran Zhang, Junyan Guo, ChengSheng Deng

机构 * Peking University（北京大学） ； LinkSure ； University of Glasgow（格拉斯哥大学） ； Boston University（波士顿大学） 纠错

专题命中 安全评测 ：alignment(abstract)

Comments 17 pages,8 figures