大模型对齐与安全

Core Safety Values for Provably Corrigible Agents

Aran Nayebi

机构 * Aran Nayebi（独立研究者） 纠错

专题命中 偏好对齐 ：safety(title,abstract)；RLHF(abstract)；分类 cs.AI、cs.LG

Comments 14 pages. To appear in AAAI 2026 Machine Ethics Workshop (W37) Proceedings

Towards Alignment-Centric Paradigm: A Survey of Instruction Tuning in Large Language Models

Xudong Han, Junjie Yang, Tianyang Wang, Ziqian Bi, Xinyuan Song, Junfeng Hao, Junhao Song

机构 * Department of Informatics, University of Sussex（信息学院，苏塞克斯大学） ； Pingtan Research Institute, Xiamen University（平潭研究院，厦门大学） ； Department of Computer Science, University of Liverpool（计算机科学系，利物浦大学） ； Department of Computer Science, Purdue University（计算机科学系，普渡大学） ； Department of Computer Science, Emory University（计算机科学系，埃默里大学） ； AI Agent Lab, Vokram Group（AI代理实验室，Vokram集团） ； Department of Computing, Imperial College London（计算系，帝国理工学院伦敦分校） 纠错

专题命中 偏好对齐 ：alignment(title)；safety(abstract)；分类 cs.CL

Comments 24 pages, 7 figures, 5 tables

FANAL -- Financial Activity News Alerting Language Modeling Framework

Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar, Hari Nalluri

专题命中 偏好对齐 ：alignment(abstract)；分类 cs.CL、cs.LG

Comments Accepted for the IEEE International Workshop on Large Language Models for Finance, 2024. This is a preprint version

Journal ref 2024 IEEE International Conference on Big Data, Dec 15-18, 2024, Electronic ISBN: 979-8-3503-6248-0, Electronic ISSN: 2573-2978

Two-Faced Social Agents: Context Collapse in Role-Conditioned Large Language Models

Vikram K Suresh

专题命中 偏好对齐 ：alignment(abstract)；分类 cs.CY

Aligning Generative Music AI with Human Preferences: Methods and Challenges

Dorien Herremans, Abhinaba Roy

专题命中 偏好对齐 ：alignment(abstract)；分类 cs.AI

Comments Accepted at the AAAI-2026 Senior Member Track