The what-if tool: Interactive probing of machine learning models J Wexler, M Pushkarna, T Bolukbasi, M Wattenberg, F Viégas, J Wilson IEEE transactions on visualization and computer graphics 26 (1), 56-65, 2019 | 341 | 2019 |
The language interpretability tool: Extensible, interactive visualizations and analysis for NLP models I Tenney, J Wexler, J Bastings, T Bolukbasi, A Coenen, S Gehrmann, ... arXiv preprint arXiv:2008.05122, 2020 | 101 | 2020 |
Data cards: Purposeful and transparent dataset documentation for responsible ai M Pushkarna, A Zaldivar, O Kjartansson 2022 ACM Conference on Fairness, Accountability, and Transparency, 1776-1826, 2022 | 25 | 2022 |
Healthsheet: development of a transparency artifact for health datasets N Rostamzadeh, D Mincu, S Roy, A Smart, L Wilcox, M Pushkarna, ... 2022 ACM Conference on Fairness, Accountability, and Transparency, 1943-1961, 2022 | 9 | 2022 |
Clinicalvis: Supporting clinical task-focused design evaluation M Ghassemi, M Pushkarna, J Wexler, J Johnson, P Varghese arXiv preprint arXiv:1810.05798, 2018 | 9 | 2018 |
LaMPost: Design and Evaluation of an AI-assisted Email Writing Prototype for Adults with Dyslexia SM Goodman, E Buehler, P Clary, A Coenen, A Donsbach, TN Horne, ... Proceedings of the 24th International ACM SIGACCESS Conference on Computers …, 2022 | 3 | 2022 |
Data Cards: Purposeful and Transparent Documentation for Responsible AI M Pushkarna, A Zaldivar 1st Data-centric AI Workshop at NeurIPS 2021, 2021 | 3 | 2021 |
Gemv2: Multilingual nlg benchmarking in a single line of code S Gehrmann, A Bhattacharjee, A Mahendiran, A Wang, A Papangelis, ... arXiv preprint arXiv:2206.11249, 2022 | 2 | 2022 |
Data Cards Playbook: Participatory Activities for Dataset Documentation M Pushkarna, A Zaldivar, D Nanas ACM FAccT, 2021 | 2* | 2021 |
LaMPost: Evaluation of an AI-assisted Writing Email Editor Prototype for Adults with Dyslexia S Goodman, E Buehler, P Clary, A Coenen, AM Donsbach, T Horne, ... | 1 | 2022 |
Probing ML models for fairness with the what-if tool and SHAP: hands-on tutorial J Wexler, M Pushkarna, S Robinson, T Bolukbasi, A Zaldivar Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020 | 1 | 2020 |
Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People+ AI Guidebook N Yildirim, M Pushkarna, N Goyal, M Wattenberg, F Viégas arXiv preprint arXiv:2301.12243, 2023 | | 2023 |
Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI A Zaldivar, M Pushkarna, O Kjartansson | | 2022 |
Development of a Transparency Artifact for Health Datasets A Smart, D Mincu, J Schrouff, K Heller, L Wilcox, MC Elish, M Pushkarna, ... | | 2022 |
Pre-experiences M Pushkarna Northeastern University, 2016 | | 2016 |