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2007.02423
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Participation is not a Design Fix for Machine Learning
5 July 2020
Mona Sloane
Emanuel Moss
O. Awomolo
Laura Forlano
HAI
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Papers citing
"Participation is not a Design Fix for Machine Learning"
50 / 87 papers shown
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141
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193
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RelAItionship Building: Analyzing Recruitment Strategies for Participatory AI
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Benjamin Fish
145
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0
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Toward Responsible ASR for African American English Speakers: A Scoping Review of Bias and Equity in Speech Technology
Jay L. Cunningham
Adinawa Adjagbodjou
Jeffrey Basoah
Jainaba Jawara
Kowe Kadoma
Aaleyah Lewis
133
1
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20 Aug 2025
Advancing Data Equity: Practitioner Responsibility and Accountability in NLP Data Practices
Jay L. Cunningham
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Nathaniel Mengist
175
0
0
13 Aug 2025
Recommending With, Not For: Co-Designing Recommender Systems for Social Good
ACM Transactions on Recommender Systems (TORS), 2025
Michael D. Ekstrand
Afsaneh Razi
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168
5
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Co-Producing AI: Toward an Augmented, Participatory Lifecycle
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Toumadher Ammar
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Shin Koseki
219
1
0
31 Jul 2025
What Is the Point of Equality in Machine Learning Fairness? Beyond Equality of Opportunity
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Youjin Kong
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297
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20 Jun 2025
Stakeholder Participation for Responsible AI Development: Disconnects Between Guidance and Current Practice
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Emma Kallina
Thomas Bohné
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237
12
0
11 Jun 2025
Secondary Stakeholders in AI: Fighting for, Brokering, and Navigating Agency
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Nuredin Ali Abdelkadir
Stevie Chancellor
141
6
0
08 Jun 2025
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Reva Schwartz
Rumman Chowdhury
Akash Kundu
Heather Frase
Marzieh Fadaee
...
Andrew Thompson
Maya Carlyle
Qinghua Lu
Matthew Holmes
Theodora Skeadas
472
13
0
24 May 2025
The Hall of AI Fears and Hopes: Comparing the Views of AI Influencers and those of Members of the U.S. Public Through an Interactive Platform
International Conference on Human Factors in Computing Systems (CHI), 2025
Gustavo Moreira
Edyta Bogucka
Marios Constantinides
Daniele Quercia
311
2
0
08 Apr 2025
Evaluating Multimodal Language Models as Visual Assistants for Visually Impaired Users
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Antonia Karamolegkou
Malvina Nikandrou
Georgios Pantazopoulos
Danae Sanchez Villegas
Phillip Rust
Ruchira Dhar
Daniel Hershcovich
Anders Søgaard
339
3
0
28 Mar 2025
Stakeholder Perspectives on Whether and How Social Robots Can Support Mediation and Advocacy for Higher Education Students with Disabilities
Alva Markelius
Julie Bailey
Jenny L. Gibson
Hatice Gunes
235
1
0
11 Mar 2025
Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and Participation
Conference on Fairness, Accountability and Transparency (FAccT), 2025
Ben Hutchinson
Celeste Rodríguez Louro
Glenys Collard
Ned Cooper
578
1
0
05 Mar 2025
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces
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Hugo Berard
Allison Cohen
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448
11
0
27 Feb 2025
"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalism
Conference on Fairness, Accountability and Transparency (FAccT), 2025
Emily Tseng
Meg Young
Marianne Aubin Le Quéré
Aimee Rinehart
Harini Suresh
195
6
0
28 Jan 2025
Thoughtful Adoption of NLP for Civic Participation: Understanding Differences Among Policymakers
Jose A. Guridi
Cristobal Cheyre
Qian Yang
340
6
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30 Oct 2024
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models
Eddie L. Ungless
Nikolas Vitsakis
Zeerak Talat
James Garforth
Bjorn Ross
Arno Onken
Atoosa Kasirzadeh
Alexandra Birch
373
3
0
17 Oct 2024
Constraining Participation: Affordances of Feedback Features in Interfaces to Large Language Models
ACM Journal on Responsible Computing (ACM JRC), 2024
Ned Cooper
Alexandra Zafiroglu
278
0
0
27 Aug 2024
The Future of Open Human Feedback
Nature Machine Intelligence (Nat. Mach. Intell.), 2024
Shachar Don-Yehiya
Ben Burtenshaw
Ramon Fernandez Astudillo
Cailean Osborne
Mimansa Jaiswal
...
Omri Abend
Jennifer Ding
Sara Hooker
Hannah Rose Kirk
Leshem Choshen
VLM
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352
12
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Surveys Considered Harmful? Reflecting on the Use of Surveys in AI Research, Development, and Governance
Mohammmad Tahaei
Daricia Wilkinson
Alisa Frik
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Ruba Abu-Salma
Lauren Wilcox
285
6
0
26 Jul 2024
Bringing AI Participation Down to Scale: A Comment on Open AIs Democratic Inputs to AI Project
David Moats
Chandrima Ganguly
VLM
296
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16 Jul 2024
What Should Be Considered to Support well-being with AI: Considerations Based on Responsible Research and Innovation
Yuri Nakao
118
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02 Jul 2024
Reclaiming Power over AI: Equipping Queer Teens as AI Designers for HIV Prevention
William Liem
Andrew Berry
Kathryn Macapagal
105
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18 Jun 2024
Understanding "Democratization" in NLP and ML Research
Arjun Subramonian
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Dietrich Klakow
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265
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An Empirical Design Justice Approach to Identifying Ethical Considerations in the Intersection of Large Language Models and Social Robotics
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358
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10 Jun 2024
Gender Bias Detection in Court Decisions: A Brazilian Case Study
Raysa Benatti
F. Severi
Sandra Avila
Esther Luna Colombini
286
4
0
01 Jun 2024
Participation in the age of foundation models
Harini Suresh
Emily Tseng
Meg Young
Mary L. Gray
Emma Pierson
Karen Levy
441
60
0
29 May 2024
Studying Up Public Sector AI: How Networks of Power Relations Shape Agency Decisions Around AI Design and Use
Anna Kawakami
Amanda Coston
Hoda Heidari
Kenneth Holstein
Haiyi Zhu
365
16
0
21 May 2024
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention
Conference on Fairness, Accountability and Transparency (FAccT), 2024
Cedric Deslandes Whitney
Justin Norman
317
55
0
03 May 2024
Data Feminism for AI
Conference on Fairness, Accountability and Transparency (FAccT), 2024
Lauren Klein
C. D’Ignazio
315
52
0
02 May 2024
From Fitting Participation to Forging Relationships: The Art of Participatory ML
International Conference on Human Factors in Computing Systems (CHI), 2024
Ned Cooper
Alex Zafiroglu
278
20
0
11 Mar 2024
Exploring AI Problem Formulation with Children via Teachable Machines
Utkarsh Dwivedi
Salma Elsayed-Ali
Elizabeth M. Bonsignore
Hernisa Kacorri
192
12
0
28 Feb 2024
AINeedsPlanner: A Workbook to Support Effective Collaboration Between AI Experts and Clients
Dae Hyun Kim
Hyungyu Shin
Shakhnozakhon Yadgarova
J. Son
Hariharan Subramonyam
Juho Kim
321
8
0
14 Feb 2024
A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations
G. Berman
Nitesh Goyal
Michael A. Madaio
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309
35
0
30 Jan 2024
NLP for Maternal Healthcare: Perspectives and Guiding Principles in the Age of LLMs
Maria Antoniak
Aakanksha Naik
Carla S. Alvarado
Lucy Lu Wang
Irene Y. Chen
AILaw
331
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0
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Assessing AI Impact Assessments: A Classroom Study
Nari Johnson
Hoda Heidari
174
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19 Nov 2023
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education
Mei Tan
Hansol Lee
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Hariharan Subramonyam
221
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CreoleVal: Multilingual Multitask Benchmarks for Creoles
Transactions of the Association for Computational Linguistics (TACL), 2023
Heather Lent
Kushal Tatariya
Mary Dabre
Yiyi Chen
Marcell Richard Fekete
...
Miryam de Lhoneux
Daniel Hershcovich
Michel DeGraff
Anders Sogaard
Johannes Bjerva
SLR
414
18
0
30 Oct 2023
The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023
Fernando Delgado
Stephen Yang
Michael A. Madaio
Qian Yang
423
236
0
02 Oct 2023
Examining the Values Reflected by Children during AI Problem Formulation
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Salma Elsayed-Ali
Elizabeth M. Bonsignore
R. Achanta
146
1
0
27 Sep 2023
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023
Matthew Barker
Emma Kallina
D. Ashok
Katherine M. Collins
Ashley Casovan
Adrian Weller
Ameet Talwalkar
Valerie Chen
Umang Bhatt
214
11
0
28 Jul 2023
Designing Fiduciary Artificial Intelligence
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023
Sebastian Benthall
David Shekman
252
9
0
27 Jul 2023
Building Socio-culturally Inclusive Stereotype Resources with Community Engagement
Neural Information Processing Systems (NeurIPS), 2023
Sunipa Dev
J. Goyal
Dinesh Tewari
Shachi Dave
Vinodkumar Prabhakaran
310
38
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20 Jul 2023
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2023
Organizers of QueerInAI
Nathaniel Dennler
Anaelia Ovalle
Ashwin Singh
Luca Soldaini
...
Kyra Yee
Irene Font Peradejordi
Zeerak Talat
Mayra Russo
Jessica de Jesus de Pinho Pinhal
246
25
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15 Jul 2023
Scaling Laws Do Not Scale
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2023
Fernando Diaz
Michael A. Madaio
390
19
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05 Jul 2023
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