Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence

8 July 2020

Papers citing "Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence"

31 / 81 papers shown

Title
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches Lindsay Weinberg FaML SyDa 16 58 0 06 May 2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology Yacine Jernite Huu Nguyen Stella Biderman A. Rogers Maraim Masoud ... Jorg Frohberg Aaron Gokaslan Peter Henderson Rishi Bommasani Margaret Mitchell 18 52 0 04 May 2022
Experimental Standards for Deep Learning in Natural Language Processing Research Dennis Ulmer Elisa Bassignana Max Müller-Eberstein Daniel Varab Mike Zhang Rob van der Goot Christian Hardmeier Barbara Plank 19 10 0 13 Apr 2022
Metaethical Perspectives on 'Benchmarking' AI Ethics Travis LaCroix A. Luccioni 25 7 0 11 Apr 2022
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments Antonis Maronikolakis Axel Wisiorek Leah Nann Haris Jabbar Sahana Udupa Hinrich Schütze 22 24 0 22 Mar 2022
Challenges and Strategies in Cross-Cultural NLP Daniel Hershcovich Stella Frank Heather Lent Miryam de Lhoneux Mostafa Abdou ... Ruixiang Cui Constanza Fierro Katerina Margatina Phillip Rust Anders Søgaard 41 162 0 18 Mar 2022
Human-centered mechanism design with Democratic AI Raphael Köster Jan Balaguer Andrea Tacchetti Ari Weinstein Tina Zhu ... Duncan Williams Lucy Campbell-Gillingham Phoebe Thacker Matthew Botvinick Christopher Summerfield 9 2 0 27 Jan 2022
Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support Michael A. Madaio Lisa Egede Hariharan Subramonyam Jennifer Wortman Vaughan Hanna M. Wallach 23 140 0 10 Dec 2021
Ethical and social risks of harm from Language Models Laura Weidinger John F. J. Mellor Maribeth Rauh Conor Griffin J. Uesato ... Lisa Anne Hendricks William S. Isaac Sean Legassick G. Irving Iason Gabriel PILM 10 968 0 08 Dec 2021
A Sociotechnical View of Algorithmic Fairness Mateusz Dolata Stefan Feuerriegel Gerhard Schwabe FaML 24 92 0 27 Sep 2021
Dutch Comfort: The limits of AI governance through municipal registers Corinne Cath Fieke Jansen 30 7 0 07 Sep 2021
The Values Encoded in Machine Learning Research Abeba Birhane Pratyusha Kalluri Dallas Card William Agnew Ravit Dotan Michelle Bao 14 273 0 29 Jun 2021
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets Irene Solaiman Christy Dennison 14 221 0 18 Jun 2021
Beyond "Fairness:" Structural (In)justice Lenses on AI for Education Michael A. Madaio Su Lin Blodgett Elijah Mayfield Ezekiel Dixon-Román 6 27 0 18 May 2021
Reliability Testing for Natural Language Processing Systems Samson Tan Shafiq R. Joty K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 8 38 0 06 May 2021
Envisioning Communities: A Participatory Approach Towards AI for Social Good Elizabeth Bondi-Kelly Lily Xu Diana Acosta-Navas J. Killian 11 80 0 04 May 2021
Generative Art Using Neural Visual Grammars and Dual Encoders Chrisantha Fernando S. M. Ali Eslami Jean-Baptiste Alayrac Piotr Wojciech Mirowski Dylan Banarse Simon Osindero GAN AI4CE 35 12 0 01 May 2021
The Arc of the Data Scientific Universe David Leslie AI4CE 6 5 0 06 Feb 2021
Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits Jack Bandy MLAU 13 108 0 03 Feb 2021
Re-imagining Algorithmic Fairness in India and Beyond Nithya Sambasivan Erin Arnesen Ben Hutchinson Tulsee Doshi Vinodkumar Prabhakaran FaML 13 174 0 25 Jan 2021
Black Feminist Musings on Algorithmic Oppression Lelia Hampton FaML 37 53 0 25 Jan 2021
Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs Harini Suresh Steven R. Gomez K. Nam Arvind Satyanarayan 34 126 0 24 Jan 2021
Expanding Explainability: Towards Social Transparency in AI systems Upol Ehsan Q. V. Liao Michael J. Muller Mark O. Riedl Justin D. Weisz 43 390 0 12 Jan 2021
Data and its (dis)contents: A survey of dataset development and use in machine learning research Amandalynne Paullada Inioluwa Deborah Raji Emily M. Bender Emily L. Denton A. Hanna 44 510 0 09 Dec 2020
Non-portability of Algorithmic Fairness in India Nithya Sambasivan Erin Arnesen B. Hutchinson Vinodkumar Prabhakaran FaML 46 16 0 03 Dec 2020
AI in the "Real World": Examining the Impact of AI Deployment in Low-Resource Contexts Chinasa T. Okolo 17 2 0 28 Nov 2020
Debiasing classifiers: is reality at variance with expectation? Ashrya Agrawal Florian Pfisterer B. Bischl Francois Buet-Golfouse Srijan Sood Jiahao Chen Sameena Shah Sebastian J. Vollmer CML FaML 6 18 0 04 Nov 2020
The Short Anthropological Guide to the Study of Ethical AI Alexandrine Royer SyDa 11 0 0 07 Oct 2020
Ethical Machine Learning in Health Care Irene Y. Chen Emma Pierson Sherri Rose Shalmali Joshi Kadija Ferryman Marzyeh Ghassemi AILaw 14 371 0 22 Sep 2020
Conservative AI and social inequality: Conceptualizing alternatives to bias through social theory Mike Zajko 6 37 0 16 Jul 2020
Good AI for the Present of Humanity Democratizing AI Governance N. Corrêa Nythamar Fernandes de Oliveira 14 5 0 08 Jul 2020