Papers / Proceedings / Presentations
Emily Corvi, Hannah Washington, Stefanie Reed, Chad Atalla, Alexandra Chouldechova, P. Alex Dow, Jean Garcia-Gathright, Nicholas J Pangakis, Emily Sheng, Dan Vann, Matthew Vogel, and Hanna Wallach. 2025. Taxonomizing Representational Harms using Speech Act Theory. In Findings of the Association for Computational Linguistics: ACL 2025, pages 3907–3932.
Hanna Wallach, Meera Desai, A. Feder Cooper, Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett, Alexandra Chouldechova, Emily Corvi, P. Alex Dow, Jean Garcia‑Gathright, Alexandra Olteanu, Nicholas Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, and Abigail Z. Jacobs. 2025. Position: Evaluating generative AI systems is a social science measurement challenge. In Proceedings of the 42nd International Conference on Machine Learning (ICML 2025).
Alexandra Chouldechova, Chad Atalla, Solon Barocas, A. Feder Cooper, Emily Corvi, P. Alex Dow, Jean Garcia‑Gathright, Nicholas Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Matthew Vogel, Hannah Washington, and Hanna Wallach. 2024. A shared standard for valid measurement of generative AI systems’ capabilities, risks, and impacts. In Proceedings of the NeurIPS 2024 Workshop on Statistical Foundations of LLMs and Foundation Models (SFLLM).
Wallach, Hanna, Meera Desai, Nicholas Pangakis, A. Feder Cooper, Angelina Wang, Solon Barocas, Alexandra Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, P. Alex Dow, Jean Garcia‑Gathright, Alexandra Olteanu, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, and Abigail Z. Jacobs. 2024. Evaluating generative AI systems is a social science measurement challenge. In Proceedings of the NeurIPS 2024 Workshop on Evaluating Evaluations (EvalEval).
Dan Vann and Stefanie Reed. 2023. Measuring harmful content in the new Bing. Presentation for Microsoft Machine Learning, AI, & Data Science Conference (MLADS).
Sean Trott, Stefanie Reed, Dan Kaliblotzky, Victor Ferreira, and Ben Bergen. 2022. The Role of Prosody in Disambiguating English Indirect Requests. Language and Speech, 66(1), pages 118-142.
Correcting corrections: Solutions to language rights violations in jail and prison digital communication systems. 2021. CUNY, Graduate Center.
Montreal Forced Aligner Tutorial for Building Acoustic Models and Pronunciation Dictionaries for Low-Resource Languages. 2021. CUNY, Graduate Center.
Sean Trott, Stefanie Reed, Victor Ferreira, and Benjamin Bergen. 2019. Prosodic cues signal the intent of potential indirect requests. In Proceedings of the 41st Annual Meeting of the Cognitive Science Society.
Boram Kim, Wei-Rong Chen, Douglas H. Whalen, Stefanie Reed. 2019. First-language effects on the production of Mandarin-accented English diphthongs: Insights from the perceptual assimilation model. The Journal of the Acoustical Society of America, 146(4), 2844-2845.
Teaching / Mentorship & Workshops
- Mentor at City University of New York Pipeline Program. 2019-2023.
- Guest Lecturer for Data Science and Machine Learning at Columbia University School of Professional Studies (EthicaLLMs). 2023–2024.
- Adjunct Instructor for Introduction to Linguistics at City University of New York. 2019-2020.
- Tutor and mentor at YALLA San Diego. 2016-2017.