| Data and its (dis) contents: A survey of dataset development and use in machine learning research A Paullada, ID Raji, EM Bender, E Denton, A Hanna Patterns 2 (11), 2021 | 661 | 2021 |
| Towards a critical race methodology in algorithmic fairness A Hanna, E Denton, A Smart, J Smith-Loud Proceedings of the 2020 conference on fairness, accountability, and …, 2020 | 393 | 2020 |
| Towards accountability for machine learning datasets: Practices from software engineering and infrastructure B Hutchinson, A Smart, A Hanna, E Denton, C Greer, O Kjartansson, ... Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021 | 357 | 2021 |
| AI and the everything in the whole wide world benchmark ID Raji, EM Bender, A Paullada, E Denton, A Hanna arXiv preprint arXiv:2111.15366, 2021 | 313 | 2021 |
| Do datasets have politics? disciplinary values in computer vision dataset development MK Scheuerman, E Denton, A Hanna Proceedings of the ACM on Human-Computer Interaction 5 (CSCW2), 1-37, 2021 | 245 | 2021 |
| On the genealogy of machine learning datasets: A critical history of ImageNet E Denton, A Hanna, R Amironesei, A Smart, H Nicole Big Data & Society 8 (2), 20539517211035955, 2021 | 203 | 2021 |
| AI Art and its Impact on Artists HH Jiang, L Brown, J Cheng, M Khan, A Gupta, D Workman, A Hanna, ... Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 363-374, 2023 | 185 | 2023 |
| Reduced, reused and recycled: The life of a dataset in machine learning research B Koch, E Denton, A Hanna, JG Foster arXiv preprint arXiv:2112.01716, 2021 | 159 | 2021 |
| Candidate networks, citizen clusters, and political expression: Strategic hashtag use in the 2010 midterms L Bode, A Hanna, J Yang, DV Shah The ANNALS of the American Academy of Political and Social Science 659 (1 …, 2015 | 142 | 2015 |
| Diversity and inclusion metrics in subset selection M Mitchell, D Baker, N Moorosi, E Denton, B Hutchinson, A Hanna, ... Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 117-123, 2020 | 124 | 2020 |
| Bringing the people back in: Contesting benchmark machine learning datasets R Denton, A Hanna, R Amironesei, A Smart, H Nicole, MK Scheuerman arXiv preprint arXiv:2007.07399, 2020 | 120 | 2020 |
| Documenting computer vision datasets: an invitation to reflexive data practices M Miceli, T Yang, L Naudts, M Schuessler, D Serbanescu, A Hanna Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021 | 108 | 2021 |
| The power of television images in a social media age: Linking biobehavioral and computational approaches via the second screen DV Shah, A Hanna, EP Bucy, C Wells, V Quevedo The ANNALS of the American Academy of Political and Social Science 659 (1 …, 2015 | 92 | 2015 |
| Partisan alignments and political polarization online: A computational approach to understanding the French and US presidential elections A Hanna, C Wells, P Maurer, L Friedland, D Shah, J Matthes Proceedings of the 2nd Workshop on Politics, Elections and Data, 15-22, 2013 | 82 | 2013 |
| Dual screening during presidential debates: Political nonverbals and the volume and valence of online expression DV Shah, A Hanna, EP Bucy, DS Lassen, J Van Thomme, K Bialik, ... American behavioral scientist 60 (14), 1816-1843, 2016 | 80 | 2016 |
| Against scale: Provocations and resistances to scale thinking A Hanna, TM Park arXiv preprint arXiv:2010.08850, 2020 | 73 | 2020 |
| Computer-aided content analysis of digitally enabled movements A Hanna Mobilization: An International Quarterly 18 (4), 367-388, 2013 | 70 | 2013 |
| Auto-essentialization: Gender in automated facial analysis as extended colonial project MK Scheuerman, M Pape, A Hanna Big Data & Society 8 (2), 20539517211053712, 2021 | 68 | 2021 |
| Coproduction or cooptation? Real-time spin and social media response during the 2012 French and US presidential debates C Wells, J Van Thomme, P Maurer, A Hanna, J Pevehouse, DV Shah, ... French politics 14, 206-233, 2016 | 63 | 2016 |
| Mpeds: Automating the generation of protest event data A Hanna Deposited at SocArXiv https://osf. io/preprints/socarxiv/xuqmv, 2017 | 60 | 2017 |
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