Bender, Emily M.

On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜

Bender, E. M., Gebru, T., McMillan-Major, A., & Shmitchell, S. (2021) · Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

Topic ModelingEthics and Social Impacts of AI

Cited by 6,988

Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data

Bender, E. M., & Koller, A. (2020) · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

Natural Language Processing TechniquesTopic Modeling

Cited by 1,082

Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science

Bender, E. M., & Friedman, B. (2018) · Transactions of the Association for Computational Linguistics

Ethics and Social Impacts of AINatural Language Processing Techniques

Cited by 854

Data and its (dis)contents: A survey of dataset development and use in machine learning research

Paullada, A., Raji, I. D., Bender, E. M., Denton, E., & Hanna, A. (2021) · Patterns

Ethics and Social Impacts of AIMachine Learning and Data Classification

Cited by 548

AI and the Everything in the Whole Wide World Benchmark

Raji, I. D., Bender, E. M., Paullada, A., Denton, E., & Hanna, A. (2021) · arXiv

Artificial Intelligence ApplicationsPsychiatry, Mental Health, Neuroscience

Cited by 127

How should the advancement of large language models affect the practice of science?

Binz, M., Alaniz, S., Roskies, A., Aczel, B., Bergstrom, C. T., Allen, C., Schad, D., Wulff, D., West, J. D., Zhang, Q., et al. (2025) · Proceedings of the National Academy of Sciences

Artificial Intelligence ApplicationsEthics and Social Impacts of AI

Cited by 74

From "AI" to Probabilistic Automation: How Does Anthropomorphization of Technical Systems Descriptions Influence Trust?

Inie, N., Druga, S., Zukerman, P., & Bender, E. M. (2024) · The 2024 ACM Conference on Fairness Accountability and Transparency

Social Robot Interaction and HRIHuman-Automation Interaction and Safety

Cited by 39

Data Statements: From Technical Concept to Community Practice

McMillan-Major, A., Bender, E. M., & Friedman, B. (2024) · ACM Journal on Responsible Computing

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 21