大模型对齐与安全 - arXivDaily 专题

2409.08561 2024-09-16 cs.CL cs.AI 62%

Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding

Tianqiao Liu, Zui Chen, Zitao Liu, Mi Tian, Weiqi Luo

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

2409.05495 2024-09-10 cs.LG cs.AI 62%

Using machine learning for fault detection in lighthouse light sensors

Michael Kampouridis, Nikolaos Vastardis, George Rayment

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

2409.04481 2024-09-10 q-bio.QM cs.AI cs.LG 62%

Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials

Yizhen Zheng, Huan Yee Koh, Maddie Yang, Li Li, Lauren T. May, Geoffrey I. Webb, Shirui Pan, George Church

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

2409.02239 2024-09-06 cs.SD cs.AI cs.CL eess.AS 62%

Temporal Order Preserved Optimal Transport-based Cross-modal Knowledge Transfer Learning for ASR

Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai

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

Comments Accepted to IEEE SLT 2024

2308.08561 2024-09-06 q-bio.BM cs.AI cs.LG 62%

Implementation of The Future of Drug Discovery: QuantumBased Machine Learning Simulation (QMLS)

Yifan Zhou, Yan Shing Liang, Yew Kee Wong, Haichuan Qiu, Yu Xi Wu, Bin He

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

Comments 13 pages, 6 figures

Journal ref International Journal of Computer Science and Mobile Applications, Vol 11 Issue 5,May- 2023

2402.16567 2024-09-06 cs.CL cs.AI cs.DB 62%

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL

Yuanyuan Liang, Keren Tan, Tingyu Xie, Wenbiao Tao, Siyuan Wang, Yunshi Lan, Weining Qian

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

Comments 13 pages,2 figures

2303.11783 2024-09-05 q-bio.BM cs.AI cs.LG 62%

CCPL: Cross-modal Contrastive Protein Learning

Jiangbin Zheng, Stan Z. Li

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

Comments Accepted to ICPR 2024

2409.00622 2024-09-04 cs.CV cs.AI cs.LG 62%

Roundabout Dilemma Zone Data Mining and Forecasting with Trajectory Prediction and Graph Neural Networks

Manthan Chelenahalli Satish, Duo Lu, Bharatesh Chakravarthi, Mohammad Farhadi, Yezhou Yang

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

2409.00147 2024-09-04 cs.CL cs.AI 62%

MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models

Shuai Peng, Di Fu, Liangcai Gao, Xiuqin Zhong, Hongguang Fu, Zhi Tang

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

2408.17316 2024-09-02 cs.AI cs.CL 62%

Bridging Domain Knowledge and Process Discovery Using Large Language Models

Ali Norouzifar, Humam Kourani, Marcus Dees, Wil van der Aalst

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

Comments This paper is accepted at the AI4BPM 2024 workshop and to be published in their proceedings

2408.13718 2024-08-27 cs.AI cs.CL cs.HC 62%

GPT-4 Emulates Average-Human Emotional Cognition from a Third-Person Perspective

Ala N. Tak, Jonathan Gratch

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

Comments submitted to 12th International Conference on Affective Computing & Intelligent Interaction, Glasgow, UK, September 15-18, 2024

2408.10124 2024-08-20 cs.LG cs.AI cs.IR physics.chem-ph q-bio.BM 62%

Molecular Graph Representation Learning Integrating Large Language Models with Domain-specific Small Models

Tianyu Zhang, Yuxiang Ren, Chengbin Hou, Hairong Lv, Xuegong Zhang

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

2407.19865 2024-08-20 cs.AI cs.LG cs.SY eess.SY 62%

Imitation Learning for Intra-Day Power Grid Operation through Topology Actions

Matthijs de Jong, Jan Viebahn, Yuliya Shapovalova

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

Comments To be presented at the Machine Learning for Sustainable Power Systems 2024 workshop and to be published in the corresponding Springer Communications in Computer and Information Science proceedings

2408.08682 2024-08-19 cs.AI cs.CL cs.CV 62%

LLM-PCGC: Large Language Model-based Point Cloud Geometry Compression

Yuqi Ye, Wei Gao

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

2402.14424 2024-08-19 cs.AI cs.CY 62%

Automating psychological hypothesis generation with AI: when large language models meet causal graph

Song Tong, Kai Mao, Zhen Huang, Yukun Zhao, Kaiping Peng

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

Journal ref Humanities and Social Sciences Communications, (2024) 11:896

2408.07791 2024-08-16 cs.MM cs.AI cs.CV cs.LG 62%

An Efficient and Explanatory Image and Text Clustering System with Multimodal Autoencoder Architecture

Tiancheng Shi, Yuanchen Wei, John R. Kender

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

2405.14058 2024-08-16 cs.AI cs.LG cs.SY eess.SY 62%

Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates

Udayan Mandal, Guy Amir, Haoze Wu, Ieva Daukantas, Fletcher Lee Newell, Umberto J. Ravaioli, Baoluo Meng, Michael Durling, Milan Ganai, Tobey Shim, Guy Katz, Clark Barrett

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

Comments To appear in FMCAD 2024

2408.06610 2024-08-14 cs.CV cs.CL cs.LG 62%

CROME: Cross-Modal Adapters for Efficient Multimodal LLM

Sayna Ebrahimi, Sercan O. Arik, Tejas Nama, Tomas Pfister

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

2408.05899 2024-08-13 quant-ph cs.AI cs.LG 62%

Quantum Gradient Class Activation Map for Model Interpretability

Hsin-Yi Lin, Huan-Hsin Tseng, Samuel Yen-Chi Chen, Shinjae Yoo

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

Comments Submitted to IEEE SiPS 2024

2402.13219 2024-08-09 cs.AI cs.HC cs.LG cs.MA cs.SY eess.SY 62%

Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies

Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonzo Perez, Gabriele Baldissone, Micaela Demichela, Georgios G. Chasparis, John D. Kelleher, Maria Chiara Leva

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

Journal ref International Journal of Human-Computer Interaction, 2024

2408.03574 2024-08-08 cs.CV cs.CL cs.LG 62%

Teach CLIP to Develop a Number Sense for Ordinal Regression

Yao Du, Qiang Zhai, Weihang Dai, Xiaomeng Li

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

Comments Accepted by ECCV 2024

2408.02143 2024-08-06 cs.CL cs.AI 62%

Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Survey

Shiran Dudy, Ibrahim Said Ahmad, Ryoko Kitajima, Agata Lapedriza

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

Comments Was accepted to ACII 2024

2408.00948 2024-08-05 cs.CL cs.CY 62%

Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios

Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy

专题命中其他安全：safety(abstract)；分类 cs.CL、cs.CY

2407.21490 2024-08-01 eess.IV cs.AI cs.CV cs.LG 62%

Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video Generation

Junxuan Yu, Rusi Chen, Yongsong Zhou, Yanlin Chen, Yaofei Duan, Yuhao Huang, Han Zhou, Tan Tao, Xin Yang, Dong Ni

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

Comments Accepted by MICCAI MLMI 2024

2407.21069 2024-08-01 cs.SE cs.AI cs.LG cs.RO 62%

High-Dimensional Fault Tolerance Testing of Highly Automated Vehicles Based on Low-Rank Models

Yuewen Mei, Tong Nie, Jian Sun, Ye Tian

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

Comments Accepted by ITSC 2024

2407.21052 2024-08-01 cs.CL cs.AI 62%

Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction

Kun Peng, Lei Jiang, Qian Li, Haoran Li, Xiaoyan Yu, Li Sun, Shuo Sun, Yanxian Bi, Hao Peng

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

Comments Accepted by CIKM2024

2404.07008 2024-07-31 cs.LG cs.AI 62%

Knowledge graphs for empirical concept retrieval

Lenka Tětková, Teresa Karen Scheidt, Maria Mandrup Fogh, Ellen Marie Gaunby Jørgensen, Finn Årup Nielsen, Lars Kai Hansen

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

Comments Preprint. Accepted to The 2nd World Conference on eXplainable Artificial Intelligence

2402.13914 2024-07-30 cs.AI cs.CR cs.LG 62%

Position: Explain to Question not to Justify

Przemyslaw Biecek, Wojciech Samek

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

Journal ref Proceedings of the 41st International Conference on Machine Learning, PMLR 235:3996-4006, 2024

2310.10404 2024-07-30 cs.CV cs.AI cs.LG 62%

LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation

Kibum Kim, Kanghoon Yoon, Jaehyeong Jeon, Yeonjun In, Jinyoung Moon, Donghyun Kim, Chanyoung Park

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

Comments 8 pages; CVPR 2024

Journal ref CVPR (2024), 28306-28316

2407.18626 2024-07-29 cs.CL cs.AI cs.CV cs.DL cs.MM 62%

Every Part Matters: Integrity Verification of Scientific Figures Based on Multimodal Large Language Models

Xiang Shi, Jiawei Liu, Yinpeng Liu, Qikai Cheng, Wei Lu

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

Comments 28 pages, 11 figures, under review

1. 其他安全 8057 篇

Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding

Using machine learning for fault detection in lighthouse light sensors

Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials

Temporal Order Preserved Optimal Transport-based Cross-modal Knowledge Transfer Learning for ASR

Implementation of The Future of Drug Discovery: QuantumBased Machine Learning Simulation (QMLS)

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL

CCPL: Cross-modal Contrastive Protein Learning

Roundabout Dilemma Zone Data Mining and Forecasting with Trajectory Prediction and Graph Neural Networks

MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models

Bridging Domain Knowledge and Process Discovery Using Large Language Models

GPT-4 Emulates Average-Human Emotional Cognition from a Third-Person Perspective

Molecular Graph Representation Learning Integrating Large Language Models with Domain-specific Small Models

Imitation Learning for Intra-Day Power Grid Operation through Topology Actions

LLM-PCGC: Large Language Model-based Point Cloud Geometry Compression

Automating psychological hypothesis generation with AI: when large language models meet causal graph

An Efficient and Explanatory Image and Text Clustering System with Multimodal Autoencoder Architecture

Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates

CROME: Cross-Modal Adapters for Efficient Multimodal LLM

Quantum Gradient Class Activation Map for Model Interpretability

Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies

Teach CLIP to Develop a Number Sense for Ordinal Regression

Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Survey

Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios

Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video Generation

High-Dimensional Fault Tolerance Testing of Highly Automated Vehicles Based on Low-Rank Models

Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction

Knowledge graphs for empirical concept retrieval

Position: Explain to Question not to Justify

LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation

Every Part Matters: Integrity Verification of Scientific Figures Based on Multimodal Large Language Models