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Mahima Pushkarna
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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
6752019
Data cards: Purposeful and transparent dataset documentation for responsible ai
M Pushkarna, A Zaldivar, O Kjartansson
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
2212022
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
2202020
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
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
782023
Healthsheet: development of a transparency artifact for health datasets
N Rostamzadeh, D Mincu, S Roy, A Smart, L Wilcox, M Pushkarna, ...
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
732022
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
512022
Llm comparator: Visual analytics for side-by-side evaluation of large language models
M Kahng, I Tenney, M Pushkarna, MX Liu, J Wexler, E Reif, K Kallarackal, ...
Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024
252024
Constitutionmaker: Interactively critiquing large language models by converting feedback into principles
S Petridis, BD Wedin, J Wexler, M Pushkarna, A Donsbach, N Goyal, ...
Proceedings of the 29th International Conference on Intelligent User …, 2024
232024
Introducing the model card toolkit for easier model transparency reporting
H Fang, H Miao, K Shukla, D Nanas, C Xu, C Greer, N Polyzotis, T Doshi, ...
Google AI Blog, 2020
192020
Clinicalvis: Supporting clinical task-focused design evaluation
M Ghassemi, M Pushkarna, J Wexler, J Johnson, P Varghese
arXiv preprint arXiv:1810.05798, 2018
182018
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
162022
Believing Anthropomorphism: Examining the Role of Anthropomorphic Cues on Trust in Large Language Models
M Cohn, M Pushkarna, GO Olanubi, JM Moran, D Padgett, Z Mengesha, ...
Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024
102024
Data Cards: Purposeful and Transparent Documentation for Responsible AI
M Pushkarna, A Zaldivar
1st Data-centric AI Workshop at NeurIPS 2021, 2021
82021
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
72020
From Discovery to Adoption: Understanding the ML Practitioners’ Interpretability Journey
N Ashtari, R Mullins, C Qian, J Wexler, I Tenney, M Pushkarna
Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2304-2325, 2023
62023
Data Cards Playbook: Participatory Activities for Dataset Documentation
M Pushkarna, A Zaldivar, D Nanas
ACM FAccT, 2021
2*2021
LLM Comparator: Interactive Analysis of Side-by-Side Evaluation of Large Language Models
M Kahng, I Tenney, M Pushkarna, MX Liu, J Wexler, E Reif, K Kallarackal, ...
IEEE Transactions on Visualization and Computer Graphics, 2024
12024
LaMPost: AI writing assistance for adults with dyslexia using large language models
SM Goodman, E Buehler, P Clary, A Coenen, A Donsbach, TN Horne, ...
Communications of the ACM 67 (9), 80-89, 2024
12024
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, ...
12022
Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI
A Zaldivar, M Pushkarna, O Kjartansson
2022
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