大模型对齐与安全

EVO-LRP: Evolutionary Optimization of LRP for Interpretable Model Explanations

Emerald Zhang, Julian Weaver, Samantha R Santacruz, Edward Castillo

机构 * University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

专题命中 幻觉与事实性 ：alignment(abstract)；分类 cs.AI、cs.LG

Comments 15 pages

Typed Chain-of-Thought: A Curry-Howard Framework for Verifying LLM Reasoning

Elija Perrier

机构 * Centre for Quantum Software and Information（量子软件与信息中心） ； University of Technology Sydney（悉尼技术大学） 纠错

专题命中 幻觉与事实性 ：trustworthy(abstract)；分类 cs.AI

Comments Under review

Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent?

Xi Ai, Mahardika Krisna Ihsani, Min-Yen Kan

专题命中 幻觉与事实性 ：alignment(abstract)；分类 cs.CL

Comments EMNLP'25 Findings Camera Ready

Strategic Fusion of Vision Language Models: Shapley-Credited Context-Aware Dawid-Skene for Multi-Label Tasks in Autonomous Driving

Yuxiang Feng, Keyang Zhang, Hassane Ouchouid, Ashwil Kaniamparambil, Ioannis Souflas, Panagiotis Angeloudis

机构 * Centre for Transport Engineering and Modelling, Department of Civil and Environmental Engineering, Imperial College London（交通工程与建模中心，土木与环境工程系，帝国理工学院伦敦分校） ； ELM Europe（ELM欧洲） 纠错

专题命中 幻觉与事实性 ：safety(abstract)

Comments 8 pages

Flexible Uncertainty Calibration for Machine-Learned Interatomic Potentials

Cheuk Hin Ho, Christoph Ortner, Yangshuai Wang

专题命中 幻觉与事实性 ：trustworthy(abstract)