大模型对齐与安全

Out-of-Context Abduction: LLMs Make Inferences About Procedural Data Leveraging Declarative Facts in Earlier Training Data

Sohaib Imran, Rob Lamb, Peter M. Atkinson

专题命中 其他安全 ：safety(abstract)；AI safety(abstract)；分类 cs.CL、cs.AI

Context-Aware Visualization for Explainable AI Recommendations in Social Media: A Vision for User-Aligned Explanations

Banan Alkhateeb, Ellis Solaiman

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI、cs.LG

SynAdapt: Learning Adaptive Reasoning in Large Language Models via Synthetic Continuous Chain-of-Thought

Jianwei Wang, Ziming Wu, Fuming Lai, Shaobing Lian, Ziqian Zeng

机构 * Tencent Inc.（腾讯公司） 纠错

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

Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs

Yuanyuan Xu, Wenjie Zhang, Ying Zhang, Xuemin Lin, Xiwei Xu

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL、cs.LG

Decouple before Align: Visual Disentanglement Enhances Prompt Tuning

Fei Zhang, Tianfei Zhou, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang

机构 * Cooperative Medianet Innovation Center, Shanghai Jiao Tong University（合作中位网创新中心，上海交通大学） ； School of Artificial Intelligence, Shanghai Jiao Tong University（人工智能学院，上海交通大学） ； Shanghai Innovation Institute（上海创新研究院） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Beijing Institute of Technology（北京理工大学） ； A*STAR Centre for Frontier AI Research（A*STAR前沿人工智能研究中心） 纠错

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI

Comments 16 pages, Accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Designing cultured tissue moulds using evolutionary strategies

Allison E. Andrews, Hugh Dickinson, James P. Hague

专题命中 其他安全 ：alignment(abstract)

Comments 9 pages, 7 figures, 4 tables

Evac-Cast: An Interpretable Machine-Learning Framework for Evacuation Forecasts Across Hurricanes and Wildfires

Bo Li, Chenyue Liu, Ali Mostafavi

专题命中 其他安全 ：safety(abstract)

radio-llava: Advancing Vision-Language Models for Radio Astronomical Source Analysis

S. Riggi, T. Cecconello, A. Pilzer, S. Palazzo, N. Gupta, A. M. Hopkins, C. Trigilio, G. Umana

专题命中 其他安全 ：alignment(abstract)

Comments 19 pages, 6 figures