Harms of gender exclusivity and challenges in non-binary representation in language technologies S Dev, M Monajatipoor, A Ovalle, A Subramonian, JM Phillips, KW Chang Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 133 | 2021 |
Medhere: A smartwatch-based medication adherence monitoring system using machine learning and distributed computing J Ma, A Ovalle, DM Woodbridge 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 36 | 2018 |
“I’m fully who I am”: Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation A Ovalle, P Goyal, J Dhamala, Z Jaggers, KW Chang, A Galstyan, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 32 | 2023 |
Factoring the Matrix of Domination: A Critical Review and Reimagination of Intersectionality in AI Fairness A Ovalle, A Subramonian, V Gautam, G Gee, KW Chang Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 496–511, 2023 | 20 | 2023 |
Leveraging social media activity and machine learning for HIV and substance abuse risk assessment: development and validation study A Ovalle, O Goldstein, M Kachuee, ESC Wu, C Hong, IW Holloway, ... Journal of Medical Internet Research 23 (4), e22042, 2021 | 19 | 2021 |
Queer in AI: a case study in community-led participatory AI OO Queerinai, A Ovalle, A Subramonian, A Singh, C Voelcker, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 18 | 2023 |
Association of prescription opioid use on mortality and hospital length of stay in the intensive care unit N Hardy, F Zeba, A Ovalle, A Yanac, C Nzugang-Noutonsi, M Abadier, ... Plos one 16 (4), e0250320, 2021 | 11 | 2021 |
Adequacy of existing surveillance systems to monitor racism, social stigma and COVID inequities: a detailed assessment and recommendations CL Ford, B Amani, NT Harawa, R Akee, GC Gee, M Sarrafzadeh, ... International journal of environmental research and public health 18 (24), 13099, 2021 | 6 | 2021 |
Applying deep learning to public health: Using unbalanced demographic data to predict thyroid disorder Y Attiga, SY Chen, J LaGue, A Ovalle, N Stott, T Brander, A Khaled, ... 2018 IEEE 9th Annual Information Technology, Electronics and Mobile …, 2018 | 5 | 2018 |
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies A Ovalle, N Mehrabi, P Goyal, J Dhamala, KW Chang, R Zemel, ... Findings of the Association for Computational Linguistics: NAACL 2024, 2023 | 4* | 2023 |
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms N Dennler, A Ovalle, A Singh, L Soldaini, A Subramonian, H Tu, W Agnew, ... Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 375-386, 2023 | 4 | 2023 |
Should they? Mobile Biometrics and Technopolicy Meet Queer Community Considerations A Ovalle, D Liang, A Boyd Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023 | 3 | 2023 |
Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN A Ovalle, S Dev, J Zhao, M Sarrafzadeh, KW Chang 2023 AAAI Health Intelligence Workshop, 2022 | 3 | 2022 |
COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations S Fazeli, D Zamanzadeh, A Ovalle, T Nguyen, G Gee, M Sarrafzadeh arXiv preprint arXiv:2104.10807, 2021 | 2 | 2021 |
Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation Y Wan, A Subramonian, A Ovalle, Z Lin, A Suvarna, C Chance, H Bansal, ... arXiv preprint arXiv:2404.01030, 2024 | 1 | 2024 |
Decoding The Digital Fuku: Deciphering Colonial Legacies to Critically Assess ChatGPT in Dominican Education A Ovalle arXiv preprint arXiv:2310.17533, 2023 | 1 | 2023 |
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 4: Student Research Workshop) YT Cao, I Papadimitriou, A Ovalle Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | | 2024 |
Improving adversarial robustness to sensitivity and invariance attacks with deep metric learning (student abstract) A Ovalle, E Czyzycki, CJ Hsieh Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16292 …, 2023 | | 2023 |
Proceedings of the 3rd Workshop on Trustworthy Natural Language Processing (TrustNLP 2023) A Ovalle, KW Chang, N Mehrabi, Y Pruksachatkun, A Galystan, ... Proceedings of the 3rd Workshop on Trustworthy Natural Language Processing …, 2023 | | 2023 |
ChatGPT for Us: Preserving Data Privacy in ChatGPT via Dialogue Text Ambiguation to Expand Mental Health Care Delivery A Ovalle, M Beikzadeh, P Teimouri, KW Chang, M Sarrafzadeh Extended Abstract at 2023 Annual International Conference of the IEEE …, 2023 | | 2023 |