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On the dangers of stochastic parrots : can language models be too big?

E. Bender, T. Gebru, A. McMillan-Major, and S. Shmitchell. Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, page 610--623. Virtual Event Canada, ACM, (March 2021)
DOI: 10.1145/3442188.3445922

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Habte Gebru

Tsige Gebru Kassa

Other publications of authors with the same name

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States.T. Gebru, J. Krause, Y. Wang, D. Chen, J. Deng, E. Aiden, and L. Fei-Fei. Proc. Natl. Acad. Sci. USA, 114 (50): 13108-13113 (2017)Scalable Annotation of Fine-Grained Categories Without Experts.T. Gebru, J. Krause, J. Deng, and L. Fei-Fei. CHI, page 1877-1881. ACM, (2017)Beyond Fairness in Computer Vision: A Holistic Approach to Mitigating Harms and Fostering Community-Rooted Computer Vision Research.T. Gebru, and R. Denton. Found. Trends Comput. Graph. Vis., 16 (3): 215-321 (2024)Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US.T. Gebru, J. Krause, Y. Wang, D. Chen, J. Deng, E. Lieberman, and L. Fei-Fei. CoRR, (2017)Datasheets for DatasetsT. Gebru, J. Morgenstern, B. Vecchione, J. Vaughan, H. Wallach, H. Daumé III, and K. Crawford. (2018)cite arxiv:1803.09010Comment: Working Paper, comments are encouraged.Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning.E. Jo, and T. Gebru. CoRR, (2019)Diversity and Inclusion Metrics in Subset Selection.M. Mitchell, D. Baker, N. Moorosi, E. Denton, B. Hutchinson, A. Hanna, T. Gebru, and J. Morgenstern. AIES, page 117-123. ACM, (2020)The TESCREAL bundle: Eugenics and the promise of utopia through artificial general intelligence.T. Gebru, and É. Torres. First Monday, (April 2024)Closing the AI accountability gap: defining an end-to-end framework for internal algorithmic auditing.I. Raji, A. Smart, R. White, M. Mitchell, T. Gebru, B. Hutchinson, J. Smith-Loud, D. Theron, and P. Barnes. FAT*, page 33-44. ACM, (2020)Fine-Grained Car Detection for Visual Census Estimation.T. Gebru, J. Krause, Y. Wang, D. Chen, J. Deng, and L. Fei-Fei. AAAI, page 4502-4508. AAAI Press, (2017)

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Disambiguation of "Gebru, Timnit"

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On the dangers of stochastic parrots : can language models be too big?

Please choose a person to relate this publication to

Habte Gebru

Tsige Gebru Kassa

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Disambiguation of "Gebru, Timnit"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML On the dangers of stochastic parrots : can language models be too big?

Please choose a person to relate this publication to

Habte Gebru

Tsige Gebru Kassa

Other publications of authors with the same name

Disambiguation

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On the dangers of stochastic parrots : can language models be too big?