大模型对齐与安全

Weakly-Supervised 3D Visual Grounding based on Visual Language Alignment

Xiaoxu Xu, Yitian Yuan, Qiudan Zhang, Wenhui Wu, Zequn Jie, Lin Ma, Xu Wang

机构 * College of Computer Science and Software Engineering, Shenzhen University（深圳大学计算机科学与软件工程学院） ； Meituan Inc.（美团公司） ； College of Electronics and Information Engineering, Shenzhen University（深圳大学电子与信息工程学院） ； Guangdong Key Laboratory of Intelligent Information Processing（广东省智能信息处理重点实验室） 纠错

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Decoupled Global-Local Alignment for Improving Compositional Understanding

Xiaoxing Hu, Kaicheng Yang, Jun Wang, Haoran Xu, Ziyong Feng, Yupei Wang

机构 * Beijing Institute of Technology（北京理工大学） ； Zhejiang University（浙江大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments ACMMM 2025

Beyond the Black Box: Integrating Lexical and Semantic Methods in Quantitative Discourse Analysis with BERTopic

Thomas Compton

机构 * University of York（约克大学） 纠错

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL

Comments 5 pages conference paper, 4 tables

It's All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs

Yue Li, Zhixue Zhao, Carolina Scarton

机构 * Department of Computer Science, University of Sheffield, UK（计算机科学系，谢菲尔德大学） 纠错

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL

Comments Accepted by EMNLP 2025

On the Generalisation of Koopman Representations for Chaotic System Control

Kyriakos Hjikakou, Juan Diego Cardenas Cartagena, Matthia Sabatelli

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 18 pages, 4 figures

Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units

Chao Hao, Zezheng Wang, Yanhua Huang, Ruiwen Xu, Wenzhe Niu, Xin Liu, Zitong Yu

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI

Comments Accepted by EMNLP 2025 Main Conference

Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models

Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL

Comments Accepted by EMNLP 2025 findings

Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision

Xu Lu, Weisong Sun, Yiran Zhang, Ming Hu, Cong Tian, Zhi Jin, Yang Liu

专题命中 其他安全 ：alignment(abstract)