Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits WH Deng, M Nagireddy, MSA Lee, J Singh, SZ Wu, K Holstein, H Zhu 2022 ACM Conference on Fairness, Accountability, and Transparency, 473-484, 2022 | 100 | 2022 |
Value cards: An educational toolkit for teaching social impacts of machine learning through deliberation H Shen, WH Deng, A Chattopadhyay, ZS Wu, X Wang, H Zhu Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021 | 70 | 2021 |
Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice WH Deng, BB Guo, A Devos, H Shen, M Eslami, K Holstein Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023 | 58 | 2023 |
Red-Teaming for Generative AI: Silver Bullet or Security Theater? M Feffer, A Sinha, WH Deng, ZC Lipton, H Heidari arXiv preprint arXiv:2401.15897, 2024 | 51 | 2024 |
Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice WH Deng, N Yildirim, M Chang, M Eslami, K Holstein, M Madaio Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 45 | 2023 |
Robust Laughter Detection in Noisy Environments J Gillick, WH Deng, K Ryokai, D Bamman Proc. Interspeech 2021, 2481-2485, 2021 | 42 | 2021 |
The model card authoring toolkit: Toward community-centered, deliberation-driven AI design H Shen, L Wang, WH Deng, C Brusse, R Velgersdijk, H Zhu Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 41 | 2022 |
Opportunities for human-centered evaluation of machine translation systems D Liebling, K Heller, S Robertson, W Deng Findings of the Association for Computational Linguistics: NAACL 2022, 229-240, 2022 | 9 | 2022 |
Human-centered evaluation and auditing of language models Z Xiao, WH Deng, MS Lam, M Eslami, J Kim, M Lee, QV Liao Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024 | 8 | 2024 |
Supporting user engagement in testing, auditing, and contesting AI WH Deng, MS Lam, ÁA Cabrera, D Metaxa, M Eslami, K Holstein Companion Publication of the 2023 Conference on Computer Supported …, 2023 | 7 | 2023 |
Three Directions for the Design of Human-Centered Machine Translation S Robertson, WH Deng, T Gebru, M Mitchell, DJ Liebling, M Lahav, ... | 7 | 2021 |
Three Directions for the Design of Human-Centered Machine Translation DJ Liebling, K Heller, M Mitchell, M Díaz, M Lahav, N Salehi, S Robertson, ... | 5 | 2021 |
Towards" Anytime, Anywhere" Community Learning and Engagement around the Design of Public Sector AI WH Deng, M Eslami, K Holstein CHI 2023 AI Literacy Workshop: AI Literacy: Finding Common Threads between …, 2023 | 4 | 2023 |
WeAudit: Scaffolding User Auditors and AI Practitioners in Auditing Generative AI WH Deng, W Claire, HZ Han, JI Hong, K Holstein, M Eslami arXiv preprint arXiv:2501.01397, 2025 | 3 | 2025 |
Personal laughter archives: reflection through visualization and interaction K Ryokai, J Park, WH Deng Adjunct Proceedings of the 2020 ACM International Joint Conference on …, 2020 | 3 | 2020 |
Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work WH Deng, S Barocas, JW Vaughan arXiv preprint arXiv:2408.01057, 2024 | 2 | 2024 |
Beyond General Purpose Machine Translation: The Need for Context-specific Empirical Research to Design for Appropriate User Trust WH Deng, N Mehandru, S Robertson, N Salehi 2022 CHI TRAIT Workshop: Workshop on Trust and Reliance in AI-Human Teaming, 2022 | 2 | 2022 |
Carefully Unmaking the “Marginalized User”: A Diffractive Analysis of a Gay Online Community J Taylor, WH Deng, K Holstein, S Fox, H Zhu ACM Transactions on Computer-Human Interaction 31 (6), 1-30, 2024 | 1 | 2024 |
Collaboratively Designing and Evaluating Responsible AI Interventions WH Deng, G Berman, H Kaur, R Schwartz, MA Ibrahim, M Eslami, ... Companion Publication of the 2024 Conference on Computer-Supported …, 2024 | 1 | 2024 |
Responsible Crowdsourcing for Responsible Generative AI: Engaging Crowds in AI Auditing and Evaluation WH Deng, M Yurrita, M Díaz, J Suh, N Judd, L Groves, H Shen, M Eslami, ... Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 12 …, 2024 | 1 | 2024 |