AI 大模型

大模型对齐与安全

大模型对齐、安全、越狱、红队、提示注入和可信评测。

2025-08-11 至 2025-08-11 共收录 4 篇信号源：cs.CL, cs.AI, cs.CY, cs.LG

1. 偏好对齐 4 篇

2508.06036 2025-08-11 cs.CV 71%

More Is Better: A MoE-Based Emotion Recognition Framework with Human Preference Alignment

Jun Xie, Yingjian Zhu, Feng Chen, Zhenghao Zhang, Xiaohui Fan, Hongzhu Yi, Xinming Wang, Chen Yu, Yue Bi, Zhaoran Zhao, Xiongjun Guan, Zhepeng Wang

机构 * Lenovo Research（联想研究）； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）； University of Chinese Academy of Sciences（中国科学院大学）； Tsinghua University（清华大学）； Beijing Jiaotong University（北京交通大学）； Shandong University（山东大学）

专题命中偏好对齐：alignment(title)

2508.06026 2025-08-11 cs.CL cs.AI 62%

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future

Yidong Wang, Xin Wang, Cunxiang Wang, Junfeng Fang, Qiufeng Wang, Jianing Chu, Xuran Meng, Shuxun Yang, Libo Qin, Yue Zhang, Wei Ye, Shikun Zhang

专题命中偏好对齐：DPO(abstract)；分类 cs.CL、cs.AI

Comments 12 pages, 5 figures

2502.05434 2025-08-11 cs.LG 57%

Sample-Efficient Reinforcement Learning from Human Feedback via Information-Directed Sampling

Han Qi, Haochen Yang, Qiaosheng Zhang, Zhuoran Yang

机构 * Shanghai AI Laboratory（上海人工智能实验室）； Xi’an Jiaotong University（西安交通大学）； Peking University（北京大学）； Yale University（耶鲁大学）

专题命中偏好对齐：RLHF(abstract)；分类 cs.LG

2508.05660 2025-08-11 cs.IR cs.AI 57%

Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review

Aditya Nagori, Ricardo Accorsi Casonatto, Ayush Gautam, Abhinav Manikantha Sai Cheruvu, Rishikesan Kamaleswaran

机构 * Department of Surgery, Department of Anesthesiology, Duke University School of Medicine Durham North Carolina United States ； Faculty of Technology, University of Brasilia Brasilia Federal District Brazil ； Indian Institute of Technology Goa Goa India ； Birla Institute of Technology \& Science Pilani Hyderabad India ； Department of Electrical ； Computer Engineering, Duke University Pratt School of Engineering Department of Surgery, Department of Anesthesiology, Duke University School of Medicine Durham North Carolina United States ； Department of Surgery, Department of Anesthesiology, Duke University School of Medicine ； Faculty of Technology, University of Brasilia ； Indian Institute of Technology Goa ； Birla Institute of Technology \& Science Pilani ； Computer Engineering, Duke University Pratt School of Engineering

专题命中偏好对齐：DPO(abstract)；分类 cs.AI