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ORCIDAspen K. Hopkins
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- affiliation: Massachusetts Institute of Technology, Cambridge, MA, USA
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2020 – today
- 2024
[c3]Sayash Kapoor, Rishi Bommasani, Kevin Klyman, Shayne Longpre, Ashwin Ramaswami, Peter Cihon, Aspen K. Hopkins, Kevin Bankston, Stella Biderman, Miranda Bogen, Rumman Chowdhury, Alex Engler, Peter Henderson, Yacine Jernite, Seth Lazar, Stefano Maffulli, Alondra Nelson, Joelle Pineau, Aviya Skowron, Dawn Song, Victor Storchan, Daniel Zhang, Daniel E. Ho, Percy Liang, Arvind Narayanan:
Position: On the Societal Impact of Open Foundation Models. ICML 2024- [i4]Sayash Kapoor, Rishi Bommasani, Kevin Klyman, Shayne Longpre, Ashwin Ramaswami, Peter Cihon, Aspen K. Hopkins, Kevin Bankston, Stella Biderman, Miranda Bogen, Rumman Chowdhury, Alex Engler, Peter Henderson, Yacine Jernite, Seth Lazar, Stefano Maffulli, Alondra Nelson, Joelle Pineau, Aviya Skowron, Dawn Song, Victor Storchan, Daniel Zhang, Daniel E. Ho, Percy Liang, Arvind Narayanan:
On the Societal Impact of Open Foundation Models. CoRR abs/2403.07918 (2024) - 2023
- [c2]Kenneth Li, Aspen K. Hopkins, David Bau, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg:
Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task. ICLR 2023 - [i3]Aspen K. Hopkins, Fred Hohman, Luca Zappella, Xavier Suau Cuadros, Dominik Moritz:
Designing Data: Proactive Data Collection and Iteration for Machine Learning. CoRR abs/2301.10319 (2023) - 2022
- [i2]Kenneth Li, Aspen K. Hopkins, David Bau
, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg:
Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task. CoRR abs/2210.13382 (2022) - 2021
- [c1]Aspen K. Hopkins, Serena Booth:
Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development. AIES 2021: 134-145 - [i1]Aspen K. Hopkins, Serena Booth:
Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development. CoRR abs/2110.02932 (2021) - 2020
- [j1]Aspen K. Hopkins, Michael Correll, Arvind Satyanarayan:
VisuaLint: Sketchy In Situ Annotations of Chart Construction Errors. Comput. Graph. Forum 39(3): 219-228 (2020)
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