大模型对齐与安全

Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search

Yuta Oshima, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta

机构 * The University of Tokyo（东京大学） ； Google DeepMind（谷歌DeepMind） 纠错

专题命中 幻觉与事实性 ：alignment(title,abstract)

Comments Accepted to NeurIPS2025. Website: https://sites.google.com/view/t2v-dlbs and Code: https://github.com/shim0114/T2V-Diffusion-Search

Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction

Mengying Yuan, Wenhao Wang, Zixuan Wang, Yujie Huang, Kangli Wei, Fei Li, Chong Teng, Donghong Ji

机构 * Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University（航空信息安全与可信计算重点实验室，教育部，网络安全与工程学院，武汉大学） ； Zhejiang University（浙江大学） 纠错

专题命中 幻觉与事实性 ：alignment(abstract)；分类 cs.CL、cs.AI

Comments EMNLP 2025 Main (Camera Ready)

Downsized and Compromised?: Assessing the Faithfulness of Model Compression

Moumita Kamal, Douglas A. Talbert

专题命中 幻觉与事实性 ：trustworthy(abstract)；分类 cs.LG

Comments Submitted to and under review at Springer Machine Learning Journal

There is More to Attention: Statistical Filtering Enhances Explanations in Vision Transformers

Meghna P Ayyar, Jenny Benois-Pineau, Akka Zemmari

机构 * LaBRI, CNRS, Univ. Bordeaux, UMR 5800（LaBRI、CNRS、波尔多大学、UMR 5800） 纠错

专题命中 幻觉与事实性 ：alignment(abstract)

Digital Twins for Intelligent Intersections: A Literature Review

Alben Rome Bagabaldo, Jürgen Hackl

专题命中 幻觉与事实性 ：safety(abstract)

Comments 29 pages, 2 figures, under review at Transportation Research Interdisciplinary Perspectives journal