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。

2025-10-13 至 2025-10-13 共收录 4 篇信号源：cs.CL, cs.AI, cs.CY, cs.LG

1. 偏好对齐 4 篇

2506.03517 2025-10-13 cs.CV 67%

DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models

Ziyi Wu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Ashkan Mirzaei, Igor Gilitschenski, Sergey Tulyakov, Aliaksandr Siarohin

机构 * Snap Research ； University of Toronto（多伦多大学）； Vector Institute（向量研究所）

专题命中偏好对齐：alignment(abstract)；DPO(abstract)

Comments NeurIPS 2025 Spotlight. Project page: https://snap-research.github.io/DenseDPO/

2510.09103 2025-10-13 cs.LG 57%

AdaPM: a Partial Momentum Algorithm for LLM Training

Yimu Zhang, Yuanshi Liu, Cong Fang

机构 * State Key Lab of General AI, School of Intelligence Science and Technology, Peking University（通用人工智能国家重点实验室，智能科学与技术学院，北京大学）； Institute for Artificial Intelligence, Peking University（人工智能研究院，北京大学）

专题命中偏好对齐：RLHF(abstract)；分类 cs.LG

2501.13726 2025-10-13 cs.CL 57%

RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation

Shi-Qi Yan, Quan Liu, Zhen-Hua Ling

机构 * National Engineering Research Center of Speech and Language Information Processing, University of Science and Technology of China（语音与语言信息处理国家工程研究中心，中国科学技术大学）； State Key Laboratory of Cognitive Intelligence, iFLYTEK Research（认知智能国家重点实验室，iFLYTEK研究院）

专题命中偏好对齐：alignment(abstract)；分类 cs.CL

2510.08912 2025-10-13 cs.HC 50%

Beyond Words: Infusing Conversational Agents with Human-like Typing Behaviors

Jijie Zhou, Yuhan Hu

专题命中偏好对齐：trustworthy(abstract)

Comments Author's version of a paper published at CUI '24 (ACM Conversational User Interfaces 2024)

Journal ref CUI '24: Proceedings of the ACM Conversational User Interfaces 2024, July 8-10, 2024, Luxembourg, Luxembourg. ACM, New York, NY, USA, 11 pages