大模型对齐与安全

MindFormer: Semantic Alignment of Multi-Subject fMRI for Brain Decoding

Inhwa Han, Jaayeon Lee, Jong Chul Ye

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

Dynamic Gradient Alignment for Online Data Mixing

Simin Fan, David Grangier, Pierre Ablin

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

What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety Critical Systems

Saddek Bensalem, Chih-Hong Cheng, Wei Huang, Xiaowei Huang, Changshun Wu, Xingyu Zhao

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI、cs.LG

Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems

Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI、cs.LG

Machine Learning for Public Good: Predicting Urban Crime Patterns to Enhance Community Safety

Sia Gupta, Simeon Sayer

专题命中 其他安全 ：safety(title,abstract)；分类 cs.CY、cs.LG

Comments 19 pages, 20 figures

Connecting Concept Convexity and Human-Machine Alignment in Deep Neural Networks

Teresa Dorszewski, Lenka Tětková, Lorenz Linhardt, Lars Kai Hansen

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

Comments First two authors contributed equally

Safety vs. Performance: How Multi-Objective Learning Reduces Barriers to Market Entry

Meena Jagadeesan, Michael I. Jordan, Jacob Steinhardt

专题命中 其他安全 ：safety(title,abstract)；分类 cs.CY、cs.LG

Brant-X: A Unified Physiological Signal Alignment Framework

Daoze Zhang, Zhizhang Yuan, Junru Chen, Kerui Chen, Yang Yang

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

Comments Accepted by SIGKDD 2024

Journal ref SIGKDD 2024

BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding

Jinzhao Zhou, Yiqun Duan, Fred Chang, Thomas Do, Yu-Kai Wang, Chin-Teng Lin

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

A Roadmap to Pluralistic Alignment

Taylor Sorensen, Jared Moore, Jillian Fisher, Mitchell Gordon, Niloofar Mireshghallah, Christopher Michael Rytting, Andre Ye, Liwei Jiang, Ximing Lu, Nouha Dziri, Tim Althoff, Yejin Choi

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

Comments ICML 2024

Latent Guard: a Safety Framework for Text-to-image Generation

Runtao Liu, Ashkan Khakzar, Jindong Gu, Qifeng Chen, Philip Torr, Fabio Pizzati

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI、cs.LG

Comments This paper has been accepted to ECCV 2024

DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs

Zhichun Wang, Xuan Chen

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

Understanding Public Safety Trends in Calgary through data mining

Zack Dewis, Apratim Sen, Jeffrey Wong, Yujia Zhang

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI、cs.CY

Comments 14 pages

Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and Alignment

Max Wilcoxson, Morten Svendgård, Ria Doshi, Dylan Davis, Reya Vir, Anant Sahai

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

Comments ICML Workshop on In-Context Learning

Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages

Zhuoyuan Mao, Yen Yu

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

Comments Accepted to LoResMT 2024

BinaryAlign: Word Alignment as Binary Sequence Labeling

Gaetan Lopez Latouche, Marc-André Carbonneau, Ben Swanson

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

Comments Accepted to ACL 2024

Enhancing Building Safety Design for Active Shooter Incidents: Exploration of Building Exit Parameters using Reinforcement Learning-Based Simulations

Ruying Liu, Wanjing Wu, Burcin Becerik-Gerber, Gale M. Lucas

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI、cs.LG

Journal ref 31st EG-ICE International Workshop on Intelligent Computing in Engineering 2024

Investigating Cultural Alignment of Large Language Models

Badr AlKhamissi, Muhammad ElNokrashy, Mai AlKhamissi, Mona Diab

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

Comments ACL 2024 (Main)

Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping

Haoyu Wang, Guozheng Ma, Ziqiao Meng, Zeyu Qin, Li Shen, Zhong Zhang, Bingzhe Wu, Liu Liu, Yatao Bian, Tingyang Xu, Xueqian Wang, Peilin Zhao

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

Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment

Kaishuai Xu, Yi Cheng, Wenjun Hou, Qiaoyu Tan, Wenjie Li

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

Comments Accepted by ACL 2024 Findings

Dynamic Normativity: Necessary and Sufficient Conditions for Value Alignment

Nicholas Kluge Corrêa

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

Efficient Knowledge Infusion via KG-LLM Alignment

Zhouyu Jiang, Ling Zhong, Mengshu Sun, Jun Xu, Rui Sun, Hui Cai, Shuhan Luo, Zhiqiang Zhang

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

Comments ACL2024 Findings

Multimodal Deep Learning for Low-Resource Settings: A Vector Embedding Alignment Approach for Healthcare Applications

David Restrepo, Chenwei Wu, Sebastián Andrés Cajas, Luis Filipe Nakayama, Leo Anthony Celi, Diego M López

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

Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector

Haihui Yang, Xiaojun Quan

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

Comments Accepted to Findings of ACL 2024

X-VILA: Cross-Modality Alignment for Large Language Model

Hanrong Ye, De-An Huang, Yao Lu, Zhiding Yu, Wei Ping, Andrew Tao, Jan Kautz, Song Han, Dan Xu, Pavlo Molchanov, Hongxu Yin

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

Comments Technical Report

ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles

Jiawei Zhang, Chejian Xu, Bo Li

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI、cs.LG

Comments The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction

Tingchen Fu, Deng Cai, Lemao Liu, Shuming Shi, Rui Yan

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

Comments Accepted to the findings of ACL2024

Text-centric Alignment for Multi-Modality Learning

Yun-Da Tsai, Ting-Yu Yen, Pei-Fu Guo, Zhe-Yan Li, Shou-De Lin

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

ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering

Haiyang Tang, Dongping Chen, Qingzhao Chu

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

Decolonial AI Alignment: Openness, Viśe\d{s}a-Dharma, and Including Excluded Knowledges

Kush R. Varshney

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