大模型对齐与安全

XXAI: Towards eXplicitly eXplainable Artificial Intelligence

V. L. Kalmykov, L. V. Kalmykov

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Comments 18 pages, 1 graphical abstract, 1 figure, 72 references

Towards ethical multimodal systems

Alexis Roger, Esma Aïmeur, Irina Rish

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.AI

Comments 5 pages, multimodal ethical dataset building, accepted in the NeurIPS 2023 MP2 workshop

Regulating AI-Based Remote Biometric Identification. Investigating the Public Demand for Bans, Audits, and Public Database Registrations

Kimon Kieslich, Marco Lünich

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.CY

Responsible AI: Portraits with Intelligent Bibliometrics

Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.AI

Comments 14 pages, 9 figures

Towards an Ethical and Inclusive Implementation of Artificial Intelligence in Organizations: A Multidimensional Framework

Ernesto Giralt Hernández

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CY

Comments This is an English version of the original article arXiv:2405.00225v1 [cs.CY] (Hacia una implementación ética e inclusiva de la Inteligencia Artificial en las organizaciones: un marco multidimensional)

Hacia una implementación ética e inclusiva de la Inteligencia Artificial en las organizaciones: un marco multidimensional

Ernesto Giralt Hernández

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CY

Comments in Spanish language

Enhancing Legal Compliance and Regulation Analysis with Large Language Models

Shabnam Hassani

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Comments to be published in 32nd IEEE International Requirements Engineering 2024 Conference (RE'24) - Doctoral Symposium. arXiv admin note: text overlap with arXiv:2404.14356

Ethics of Artificial Intelligence and Robotics in the Architecture, Engineering, and Construction Industry

Ci-Jyun Liang, Thai-Hoa Le, Youngjib Ham, Bharadwaj R. K. Mantha, Marvin H. Cheng, Jacob J. Lin

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Comments 109 pages, 5 figures, submitted to Automation in Construction

A Roadmap Towards Automated and Regulated Robotic Systems

Yihao Liu, Mehran Armand

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Comments 17 pages, 9 figures

Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach

Heshan Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.LG

Comments Changed hyper-parameter choice which affects some of the convergence rate results in the paper

SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes

Mukul Bhutani, Kevin Robinson, Vinodkumar Prabhakaran, Shachi Dave, Sunipa Dev

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.CL

Sustainable AI Regulation

Philipp Hacker

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.CY

Comments Privacy Law Scholars Conference 2023; Common Market Law Review (forthcoming)

Disclosure and Mitigation of Gender Bias in LLMs

Xiangjue Dong, Yibo Wang, Philip S. Yu, James Caverlee

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CL

Comments The first two authors contribute equally

Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production

Patrick Oliver Schenk, Christoph Kern

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.LG

Computing Power and the Governance of Artificial Intelligence

Girish Sastry, Lennart Heim, Haydn Belfield, Markus Anderljung, Miles Brundage, Julian Hazell, Cullen O'Keefe, Gillian K. Hadfield, Richard Ngo, Konstantin Pilz, George Gor, Emma Bluemke, Sarah Shoker, Janet Egan, Robert F. Trager, Shahar Avin, Adrian Weller, Yoshua Bengio, Diane Coyle

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.CY

Comments Figures can be accessed at: https://github.com/lheim/CPGAI-Figures

PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps

Rakesh Bal, Yijia Xiao, Wei Wang

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.LG

Comments AI for Science Workshop, NeurIPS 2023. 11 pages, 5 figures, 4 tables

Prompting Fairness: Artificial Intelligence as Game Players

Jazmia Henry

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.AI

Comments preprint

Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement

Xin Quan, Marco Valentino, Louise A. Dennis, André Freitas

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CL

Comments Camera-ready for EACL 2024

UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts

Iñigo Parra

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CL

Comments EACL 2024 SRW

Enhancing the Fairness and Performance of Edge Cameras with Explainable AI

Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Quoc Hung Cao, Van Binh Truong, Quoc Khanh Nguyen, Hung Cao

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.AI

Comments IEEE ICCE 2024

Towards out-of-distribution generalization in large-scale astronomical surveys: robust networks learn similar representations

Yash Gondhalekar, Sultan Hassan, Naomi Saphra, Sambatra Andrianomena

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.LG

Comments Accepted to Machine Learning and the Physical Sciences Workshop, NeurIPS 2023

Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks

Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.LG

Comments 15 pages, 4 figures, 3 tables. To appear in Algorithmic Fairness through the Lens of Time Workshop at NeurIPS 2023

Inducing Political Bias Allows Language Models Anticipate Partisan Reactions to Controversies

Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CL

On the Interplay between Fairness and Explainability

Stephanie Brandl, Emanuele Bugliarello, Ilias Chalkidis

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.CL

Comments 15 pages (incl Appendix), 4 figures, 8 tables

DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial Issues

David Q. Sun, Artem Abzaliev, Hadas Kotek, Zidi Xiu, Christopher Klein, Jason D. Williams

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.CL

Comments Accepted to EMNLP Industry Track 2023

Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL

Yang Yue, Rui Lu, Bingyi Kang, Shiji Song, Gao Huang

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.LG

Comments 31 pages, 20 figures

Journal ref NeurIPS 2023

Market Concentration Implications of Foundation Models

Jai Vipra, Anton Korinek

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Comments Working Paper

Fairness Explainability using Optimal Transport with Applications in Image Classification

Philipp Ratz, François Hu, Arthur Charpentier

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.LG

Responsible AI (RAI) Games and Ensembles

Yash Gupta, Runtian Zhai, Arun Suggala, Pradeep Ravikumar

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges

Osim Kumar Pal, Md Sakib Hossain Shovon, M. F. Mridha, Jungpil Shin

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI