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。

2025-07-30 至 2025-07-30 共收录 4 篇信号源：cs.CL, cs.AI, cs.CY, cs.LG

1. 偏好对齐 4 篇

2507.20133 2025-07-30 cs.CL cs.AI cs.LG 82%

Sem-DPO: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering

Anas Mohamed, Azal Ahmad Khan, Xinran Wang, Ahmad Faraz Khan, Shuwen Ge, Saman Bahzad Khan, Ayaan Ahmad, Ali Anwar

机构 * University of Minnesota（明尼苏达大学）； Virginia Tech（弗吉尼亚理工大学）； Xi’an University of Technology（西安理工大学）； Lahore University of Management Sciences（拉合尔管理科学大学）； University of California, Santa Cruz（加州大学圣克鲁兹分校）

专题命中偏好对齐：DPO(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2507.21931 2025-07-30 cs.CL cs.AI 62%

Post-Training Large Language Models via Reinforcement Learning from Self-Feedback

Carel van Niekerk, Renato Vukovic, Benjamin Matthias Ruppik, Hsien-chin Lin, Milica Gašić

机构 * Heinrich Heine Universität（海因里希·海因大学）

专题命中偏好对齐：RLHF(abstract)；分类 cs.CL、cs.AI

2507.17107 2025-07-30 cs.LG cs.AI 62%

Reinforcement Learning Fine-Tunes a Sparse Subnetwork in Large Language Models

Andrii Balashov

专题命中偏好对齐：DPO(abstract)；分类 cs.AI、cs.LG

Comments The manuscript has been withdrawn due to significant overlap in methodology and results with a prior work (arXiv:2505.11711) that we were not aware of at the time of submission. To maintain academic integrity and avoid redundancy in the literature, we have chosen to withdraw this version

2507.18013 2025-07-30 cs.CL 57%

Technical Report of TeleChat2, TeleChat2.5 and T1

Zihan Wang, Xinzhang Liu, Yitong Yao, Chao Wang, Yu Zhao, Zhihao Yang, Wenmin Deng, Kaipeng Jia, Jiaxin Peng, Yuyao Huang, Sishi Xiong, Zhuo Jiang, Kaidong Yu, Xiaohui Hu, Fubei Yao, Ruiyu Fang, Zhuoru Jiang, Ruiting Song, Qiyi Xie, Rui Xue, Xuewei He, Yanlei Xue, Zhu Yuan, Zhaoxi Zhang, Zilu Huang, Shiquan Wang, Xin Wang, Hanming Wu, Mingyuan Wang, Xufeng Zhan, Yuhan Sun, Zhaohu Xing, Yuhao Jiang, Bingkai Yang, Shuangyong Song, Yongxiang Li, Zhongjiang He, Xuelong Li

专题命中偏好对齐：DPO(abstract)；分类 cs.CL

Comments 32 pages, 5 figures