大模型对齐与安全

Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts

Yuu Jinnai, Ukyo Honda

机构 * CyberAgent / Tokyo, Japan（CyberAgent） 纠错

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

Comments EMNLP Findings, 2025

SynthCoder: A Synthetical Strategy to Tune LLMs for Code Completion

Dongjun Yu, Xiao Yan, Zhenrui Li, Jipeng Xiao, Haochuan He, Yongda Yu, Hao Zhang, Guoping Rong, Xiaobo Huang

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

CoPL: Collaborative Preference Learning for Personalizing LLMs

Youngbin Choi, Seunghyuk Cho, Minjong Lee, MoonJeong Park, Yesong Ko, Jungseul Ok, Dongwoo Kim

机构 * Graduate School of Artificial Intelligence, POSTECH（POSTECH人工智能研究生院） ； Department of Computer Science and Engineering, POSTECH（POSTECH计算机科学与工程系） 纠错

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

Comments 19pages, 13 figures, 11 tables

Do LLMs Align Human Values Regarding Social Biases? Judging and Explaining Social Biases with LLMs

Yang Liu, Chenhui Chu

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

Comments 38 pages, 31 figures

IntrEx: A Dataset for Modeling Engagement in Educational Conversations

Xingwei Tan, Mahathi Parvatham, Chiara Gambi, Gabriele Pergola

机构 * Department of Computer Science, University of Warwick, UK（沃里克大学计算机科学系） ； School of Computer Science, University of Sheffield, UK（谢菲尔德大学计算机科学学院） ； Department of Psychology, University of Warwick, UK（沃里克大学心理学系） 纠错

专题命中 偏好对齐 ：RLHF(abstract)；分类 cs.CL

Comments EMNLP 2025 Findings camera-ready, 9+7 pages