大模型对齐与安全

Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models

Edward Y. Chang

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

Comments 29 pages, 10 tables, 6 figures

AI Procurement Checklists: Revisiting Implementation in the Age of AI Governance

Tom Zick, Mason Kortz, David Eaves, Finale Doshi-Velez

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

MONAL: Model Autophagy Analysis for Modeling Human-AI Interactions

Shu Yang, Muhammad Asif Ali, Lu Yu, Lijie Hu, Di Wang

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

Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments

Anthony Cintron Roman, Jennifer Wortman Vaughan, Valerie See, Steph Ballard, Jehu Torres, Caleb Robinson, Juan M. Lavista Ferres

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

ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales?

Fan Huang, Haewoon Kwak, Kunwoo Park, Jisun An

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

Comments Accpeted by LREC-COLING 2024 main conference, long paper

From Guidelines to Governance: A Study of AI Policies in Education

Aashish Ghimire, John Edwards

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

ChatGPT Alternative Solutions: Large Language Models Survey

Hanieh Alipour, Nick Pendar, Kohinoor Roy

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

Journal ref David C. Wyld et al. (Eds): NBIoT, MLCL, NMCO, ARIN, CSITA, ISPR, NATAP-2024. pp. 153-173, 2024. CS & IT - CSCP 2024

Whose Side Are You On? Investigating the Political Stance of Large Language Models

Pagnarasmey Pit, Xingjun Ma, Mike Conway, Qingyu Chen, James Bailey, Henry Pit, Putrasmey Keo, Watey Diep, Yu-Gang Jiang

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

Embracing the Generative AI Revolution: Advancing Tertiary Education in Cybersecurity with GPT

Raza Nowrozy, David Jam

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

Trust AI Regulation? Discerning users are vital to build trust and effective AI regulation

Zainab Alalawi, Paolo Bova, Theodor Cimpeanu, Alessandro Di Stefano, Manh Hong Duong, Elias Fernandez Domingos, The Anh Han, Marcus Krellner, Bianca Ogbo, Simon T. Powers, Filippo Zimmaro

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

Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond

Sidra Nasir, Rizwan Ahmed Khan, Samita Bai

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

Journal ref IEEE Access 2024

Referee-Meta-Learning for Fast Adaptation of Locational Fairness

Weiye Chen, Yiqun Xie, Xiaowei Jia, Erhu He, Han Bao, Bang An, Xun Zhou

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

De-amplifying Bias from Differential Privacy in Language Model Fine-tuning

Sanjari Srivastava, Piotr Mardziel, Zhikhun Zhang, Archana Ahlawat, Anupam Datta, John C Mitchell

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

Towards Engineering Fair and Equitable Software Systems for Managing Low-Altitude Airspace Authorizations

Usman Gohar, Michael C. Hunter, Agnieszka Marczak-Czajka, Robyn R. Lutz, Myra B. Cohen, Jane Cleland-Huang

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

Journal ref ICSE-SEIS 2024

Investigating Bias Representations in Llama 2 Chat via Activation Steering

Dawn Lu, Nina Rimsky

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

Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity

Andrew Bell, Joao Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich

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

Mathematical Algorithm Design for Deep Learning under Societal and Judicial Constraints: The Algorithmic Transparency Requirement

Holger Boche, Adalbert Fono, Gitta Kutyniok

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

Business and ethical concerns in domestic Conversational Generative AI-empowered multi-robot systems

Rebekah Rousi, Hooman Samani, Niko Mäkitalo, Ville Vakkuri, Simo Linkola, Kai-Kristian Kemell, Paulius Daubaris, Ilenia Fronza, Tommi Mikkonen, Pekka Abrahamsson

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

Comments 15 pages, 4 figures, International Conference on Software Business

Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text

Muskan Garg, MSVPJ Sathvik, Amrit Chadha, Shaina Raza, Sunghwan Sohn

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

She had Cobalt Blue Eyes: Prompt Testing to Create Aligned and Sustainable Language Models

Veronica Chatrath, Oluwanifemi Bamgbose, Shaina Raza

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

Comments Accepted as Oral at the AAAI 2nd Workshop on Sustainable AI

Towards Responsible Governance of Biological Design Tools

Richard Moulange, Max Langenkamp, Tessa Alexanian, Samuel Curtis, Morgan Livingston

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

Comments 10 pages + references, 1 figure, accepted at NeurIPS 2023 Workshop on Regulatable ML as oral presentation

The risks of risk-based AI regulation: taking liability seriously

Martin Kretschmer, Tobias Kretschmer, Alexander Peukert, Christian Peukert

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

SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering

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.CY、cs.LG

Comments 35 pages, 18 figures, 32 tables. This work is an extended version of our paper (arXiv:2310.04955). Code will be released at https://github.com/jiazhi412/strong_attribute_bias

LLMs grasp morality in concept

Mark Pock, Andre Ye, Jared Moore

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

Comments Presented at NeurIPS 2023 Moral Pyschology and Moral Philosophy workshop

Welfare Diplomacy: Benchmarking Language Model Cooperation

Gabriel Mukobi, Hannah Erlebach, Niklas Lauffer, Lewis Hammond, Alan Chan, Jesse Clifton

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

VerifAI: Verified Generative AI

Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Halevy

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

Comments 8 pages, 4 figures

Predicting Accident Severity: An Analysis Of Factors Affecting Accident Severity Using Random Forest Model

Adekunle Adefabi, Somtobe Olisah, Callistus Obunadike, Oluwatosin Oyetubo, Esther Taiwo, Edward Tella

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

Comments 15 pages

Journal ref International Journal on Cybernetics & Informatics (IJCI) Vol.12, No.6, December 2023

Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering

Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Didar Zowghi, Aurelie Jacquet

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

A Critical Examination of the Ethics of AI-Mediated Peer Review

Laurie A. Schintler, Connie L. McNeely, James Witte

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

Comments 21 pages, 1 figure

Who to Trust, How and Why: Untangling AI Ethics Principles, Trustworthiness and Trust

Andreas Duenser, David M. Douglas

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

Comments 7 pages, 1 table