Model Positionality and Computational Reflexivity: Promoting Reflexivity in Data Science

8 March 2022

Papers citing "Model Positionality and Computational Reflexivity: Promoting Reflexivity in Data Science"

15 / 15 papers shown

Title
"For Us By Us": Intentionally Designing Technology for Lived Black Experiences Lisa Egede Leslie Coney Brittany Johnson Christina N. Harrington Denae Ford 24 10 0 01 Oct 2024
Tracking Patterns in Toxicity and Antisocial Behavior Over User Lifetimes on Large Social Media Platforms Katy Blumer Jon Kleinberg 18 0 0 12 Jul 2024
Native Design Bias: Studying the Impact of English Nativeness on Language Model Performance Manon Reusens Philipp Borchert Jochen De Weerdt Bart Baesens 36 0 0 25 Jun 2024
Rideshare Transparency: Translating Gig Worker Insights on AI Platform Design to Policy Varun Nagaraj Rao Samantha Dalal Eesha Agarwal D. Calacci Andrés Monroy-Hernández 24 2 0 16 Jun 2024
A Taxonomy of Challenges to Curating Fair Datasets Dora Zhao M. Scheuerman Pooja Chitre Jerone T. A. Andrews Georgia Panagiotidou Shawn Walker Kathleen H. Pine Alice Xiang 41 2 0 10 Jun 2024
False consensus biases AI against vulnerable stakeholders Mengchen Dong Jean‐François Bonnefon Iyad Rahwan 35 0 0 17 May 2024
From Melting Pots to Misrepresentations: Exploring Harms in Generative AI Sanjana Gautam Pranav Narayanan Venkit Sourojit Ghosh 44 15 0 16 Mar 2024
The AI Incident Database as an Educational Tool to Raise Awareness of AI Harms: A Classroom Exploration of Efficacy, Limitations, & Future Improvements Michael Feffer Nikolas Martelaro Hoda Heidari 29 14 0 10 Oct 2023
Envisioning Narrative Intelligence: A Creative Visual Storytelling Anthology Brett A. Halperin S. Lukin CoGe 63 24 0 06 Oct 2023
NLPositionality: Characterizing Design Biases of Datasets and Models Sebastin Santy Jenny T Liang Ronan Le Bras Katharina Reinecke Maarten Sap 30 77 0 02 Jun 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy T. Shaik Xiaohui Tao Haoran Xie Lin Li Xiaofeng Zhu Qingyuan Li MU 36 25 0 10 May 2023
Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities Mireia Yurrita Agathe Balayn U. Gadiraju 21 2 0 01 May 2023
Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare Devansh Saxena Erin Moon Aryan Chaurasia Yixin Guan Shion Guha 20 26 0 16 Feb 2023
Trust in Data Science: Collaboration, Translation, and Accountability in Corporate Data Science Projects Samir Passi S. Jackson 168 108 0 09 Feb 2020
Data Vision: Learning to See Through Algorithmic Abstraction Samir Passi S. Jackson 135 111 0 09 Feb 2020