Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction

11 October 2022

Papers citing "Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction"

38 / 88 papers shown

Title
SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes Mukul Bhutani Kevin Robinson Vinodkumar Prabhakaran Shachi Dave Sunipa Dev 31 11 0 08 Mar 2024
Farsight: Fostering Responsible AI Awareness During AI Application Prototyping Zijie J. Wang Chinmay Kulkarni Lauren Wilcox Michael Terry Michael A. Madaio 27 42 0 23 Feb 2024
Incentive Compatibility for AI Alignment in Sociotechnical Systems: Positions and Prospects Zhaowei Zhang Fengshuo Bai Mingzhi Wang Haoyang Ye Chengdong Ma Yaodong Yang 19 4 0 20 Feb 2024
Materiality and Risk in the Age of Pervasive AI Sensors Matthew P. Stewart Emanuel Moss Pete Warden Brian Plancher Susan Kennedy Mona Sloane Vijay Janapa Reddi 17 1 0 17 Feb 2024
Mapping the Ethics of Generative AI: A Comprehensive Scoping Review Thilo Hagendorff 16 35 0 13 Feb 2024
Generative Echo Chamber? Effects of LLM-Powered Search Systems on Diverse Information Seeking Nikhil Sharma Q. V. Liao Ziang Xiao 24 17 0 08 Feb 2024
Are We Asking the Right Questions?: Designing for Community Stakeholders' Interactions with AI in Policing Md. Romael Haque Devansh Saxena Katherine Weathington Joseph Chudzik Shion Guha 23 9 0 08 Feb 2024
Harm Amplification in Text-to-Image Models Susan Hao Renee Shelby Yuchi Liu Hansa Srinivasan Mukul Bhutani Burcu Karagol Ayan Ryan Poplin Shivani Poddar Sarah Laszlo 34 7 0 01 Feb 2024
Evaluating the Capabilities of LLMs for Supporting Anticipatory Impact Assessment Mowafak Allaham Nicholas Diakopoulos ELM 8 0 0 31 Jan 2024
A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations G. Berman Nitesh Goyal Michael A. Madaio ELM 21 19 0 30 Jan 2024
A structured regression approach for evaluating model performance across intersectional subgroups Christine Herlihy Kimberly Truong Alexandra Chouldechova Miroslav Dudik 22 4 0 26 Jan 2024
Not My Voice! A Taxonomy of Ethical and Safety Harms of Speech Generators Wiebke Hutiri Orestis Papakyriakopoulos Alice Xiang 11 15 0 25 Jan 2024
Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation Jennifer Chien David Danks 31 13 0 25 Jan 2024
Visibility into AI Agents Alan Chan Carson Ezell Max Kaufmann K. Wei Lewis Hammond ... Nitarshan Rajkumar David M. Krueger Noam Kolt Lennart Heim Markus Anderljung 13 29 0 23 Jan 2024
Should agentic conversational AI change how we think about ethics? Characterising an interactional ethics centred on respect Lize Alberts Geoff Keeling Amanda McCroskery 11 4 0 17 Jan 2024
Canvil: Designerly Adaptation for LLM-Powered User Experiences K. J. Kevin Feng Q. V. Liao Ziang Xiao Jennifer Wortman Vaughan Amy X. Zhang David W. McDonald 26 16 0 17 Jan 2024
ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation Akshita Jha Vinodkumar Prabhakaran Remi Denton Sarah Laszlo Shachi Dave Rida Qadri Chandan K. Reddy Sunipa Dev 32 12 0 12 Jan 2024
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications Bhaktipriya Radharapu Kevin Robinson Lora Aroyo Preethi Lahoti 10 36 0 14 Nov 2023
GRASP: A Disagreement Analysis Framework to Assess Group Associations in Perspectives Vinodkumar Prabhakaran Christopher Homan Lora Aroyo Aida Mostafazadeh Davani Alicia Parrish Alex S. Taylor Mark Díaz Ding Wang Greg Serapio-García 19 9 0 09 Nov 2023
Contextual Confidence and Generative AI Shrey Jain Zoe Hitzig Pamela Mishkin 15 5 0 02 Nov 2023
Anticipating Impacts: Using Large-Scale Scenario Writing to Explore Diverse Implications of Generative AI in the News Environment Kimon Kieslich Nicholas Diakopoulos Natali Helberger 6 14 0 10 Oct 2023
Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectives Elizabeth Seger Noemi Dreksler Richard Moulange Emily Dardaman Jonas Schuett ... Emma Bluemke Michael Aird Patrick Levermore Julian Hazell Abhishek Gupta 11 40 0 29 Sep 2023
The Role of Inclusion, Control, and Ownership in Workplace AI-Mediated Communication Kowe Kadoma Marianne Aubin Le Quere Jenny Fu Christin Munsch D. Metaxa Mor Naaman 12 11 0 20 Sep 2023
Are You Worthy of My Trust?: A Socioethical Perspective on the Impacts of Trustworthy AI Systems on the Environment and Human Society Jamell Dacon SILM 13 1 0 18 Sep 2023
Algorithmic Harms in Child Welfare: Uncertainties in Practice, Organization, and Street-level Decision-Making Devansh Saxena Shion Guha 11 19 0 09 Aug 2023
The Ethics of AI Value Chains Blair Attard-Frost D. Widder 17 1 0 31 Jul 2023
Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development Shalaleh Rismani Renee Shelby A. Smart Renelito Delos Santos AJung Moon Negar Rostamzadeh 25 9 0 19 Jul 2023
Evaluating the Social Impact of Generative AI Systems in Systems and Society Irene Solaiman Zeerak Talat William Agnew Lama Ahmad Dylan K. Baker ... Marie-Therese Png Shubham Singh A. Strait Lukas Struppek Arjun Subramonian ELM EGVM 31 101 0 09 Jun 2023
Safety and Fairness for Content Moderation in Generative Models Susan Hao Piyush Kumar Sarah Laszlo Shivani Poddar Bhaktipriya Radharapu Renee Shelby EGVM 17 17 0 09 Jun 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 51 1,136 0 17 May 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 12 97 0 09 Mar 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 24 193 0 16 Feb 2023
Computers as Bad Social Actors: Dark Patterns and Anti-Patterns in Interfaces that Act Socially Lize Alberts Ulrik Lyngs Max Van Kleek 9 17 0 09 Feb 2023
Seamful XAI: Operationalizing Seamful Design in Explainable AI Upol Ehsan Q. V. Liao Samir Passi Mark O. Riedl Hal Daumé 22 15 0 12 Nov 2022
From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML Shalaleh Rismani Renee Shelby A. Smart Edgar W. Jatho Joshua A. Kroll AJung Moon Negar Rostamzadeh 27 36 0 06 Oct 2022
Challenges in Detoxifying Language Models Johannes Welbl Amelia Glaese J. Uesato Sumanth Dathathri John F. J. Mellor Lisa Anne Hendricks Kirsty Anderson Pushmeet Kohli Ben Coppin Po-Sen Huang LM&MA 242 191 0 15 Sep 2021
A Human-Centered Review of the Algorithms used within the U.S. Child Welfare System Devansh Saxena Karla A. Badillo-Urquiola Pamela J. Wisniewski Shion Guha 48 104 0 07 Mar 2020
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 730 0 13 Dec 2018