大模型对齐与安全

Your Battery Is a Blast! Safeguarding Against Counterfeit Batteries with Authentication

Francesco Marchiori, Mauro Conti

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 18 pages, 11 figures

Aligning Large Language Models for Clinical Tasks

Supun Manathunga, Isuru Hettigoda

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

Comments 10 pages, 3 figures

Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence

Daniel Scalena, Gabriele Sarti, Malvina Nissim, Elisabetta Fersini

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

Comments 4 pages

Forecasting Emergency Department Crowding with Advanced Machine Learning Models and Multivariable Input

Jalmari Tuominen, Eetu Pulkkinen, Jaakko Peltonen, Juho Kanniainen, Niku Oksala, Ari Palomäki, Antti Roine

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Differentiable Constrained Imitation Learning for Robot Motion Planning and Control

Christopher Diehl, Janis Adamek, Martin Krüger, Frank Hoffmann, Torsten Bertram

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments International Conference on Intelligent Robots and Systems Agents4AD Workshop, IROS 2023

GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis

Masoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments To be published in MLMI 2023

PMC-LLaMA: Towards Building Open-source Language Models for Medicine

Chaoyi Wu, Weixiong Lin, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

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

Synergistic Signal Denoising for Multimodal Time Series of Structure Vibration

Yang Yu, Han Chen

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches

Alexandros Palaios, Christian L. Vielhaus, Daniel F. Külzer, Cara Watermann, Rodrigo Hernangomez, Sanket Partani, Philipp Geuer, Anton Krause, Raja Sattiraju, Martin Kasparick, Gerhard Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 18 pages, 12 Figures. Accepted on IEEE Access

Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization

Niranjan Sitapure, Joseph S Kwon

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 20 pages, 9 figures. Submitted as preprint to Industrial & Engineering Chemistry Research Journal

VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts

Longtian Qiu, Renrui Zhang, Ziyu Guo, Ziyao Zeng, Zilu Guo, Yafeng Li, Guangnan Zhang

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

CLIP-Count: Towards Text-Guided Zero-Shot Object Counting

Ruixiang Jiang, Lingbo Liu, Changwen Chen

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

Comments Accepted by ACM MM 2023

A data-driven approach to predict decision point choice during normal and evacuation wayfinding in multi-story buildings

Yan Feng, Panchamy Krishnakumari

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Facilitating Sim-to-real by Intrinsic Stochasticity of Real-Time Simulation in Reinforcement Learning for Robot Manipulation

Ram Dershan, Amir M. Soufi Enayati, Zengjie Zhang, Dean Richert, Homayoun Najjaran

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis

Ziao Wang, Yuhang Li, Junda Wu, Jaehyeon Soon, Xiaofeng Zhang

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

Comments (FinLLM 2023)@IJCAI 2023

SurveyLM: A platform to explore emerging value perspectives in augmented language models' behaviors

Steve J. Bickley, Ho Fai Chan, Bang Dao, Benno Torgler, Son Tran

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

Comments 8 pages, 1 figure

A Comparative Analysis of Machine Learning Methods for Lane Change Intention Recognition Using Vehicle Trajectory Data

Renteng Yuan

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:2304.13732

Detection of Children Abuse by Voice and Audio Classification by Short-Time Fourier Transform Machine Learning implemented on Nvidia Edge GPU device

Jiuqi Yan, Yingxian Chen, W. W. T. Fok

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 5 pages, 7 figures, PRAI 2023

Emotional Intelligence of Large Language Models

Xuena Wang, Xueting Li, Zi Yin, Yue Wu, Liu Jia

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

Comments 36 pages, 5 figures

ARC-NLP at PAN 2023: Hierarchical Long Text Classification for Trigger Detection

Umitcan Sahin, Izzet Emre Kucukkaya, Cagri Toraman

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

Comments Accepted by PAN at CLEF 2023

A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game Theory

Calvin C. K. Yeung, Keisuke Fujii

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

Bug Characterization in Machine Learning-based Systems

Mohammad Mehdi Morovati, Amin Nikanjam, Florian Tambon, Foutse Khomh, Zhen Ming, Jiang

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Towards exploring adversarial learning for anomaly detection in complex driving scenes

Nour Habib, Yunsu Cho, Abhishek Buragohain, Andreas Rausch

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments 22

Explaining Autonomous Driving Actions with Visual Question Answering

Shahin Atakishiyev, Mohammad Salameh, Housam Babiker, Randy Goebel

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments Accepted to the 2023 IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC-2023)

Revisiting invariances and introducing priors in Gromov-Wasserstein distances

Pinar Demetci, Quang Huy Tran, Ievgen Redko, Ritambhara Singh

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

Enhancing Evacuation Planning through Multi-Agent Simulation and Artificial Intelligence: Understanding Human Behavior in Hazardous Environments

Afnan Alazbah, Khalid Fakeeh, Osama Rabie

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments 21 pages,15 figures

ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts

Minghao Xu, Xinyu Yuan, Santiago Miret, Jian Tang

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

Comments Accpeted by ICML 2023 (Oral), code and data released

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si

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

Journal ref EMNLP2022

Mu$^{2}$SLAM: Multitask, Multilingual Speech and Language Models

Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna

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

Comments ICML 2023

Exploring Qualitative Research Using LLMs

Muneera Bano, Didar Zowghi, Jon Whittle

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