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Theodore Sumers
Theodore Sumers
Anthropic
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Scaling monosemanticity: Extracting interpretable features from Claude 3 Sonnet
A Templeton, T Conerly, J Marcus, J Lindsey, T Bricken, B Chen, ...
Anthropic, 2024
2152024
Cognitive architectures for language agents
TR Sumers*, S Yao*, K Narasimhan, TL Griffiths
Transactions on Machine Learning Research, 2023
2082023
Shared functional specialization in transformer-based language models and the human brain
S Kumar*, TR Sumers*, T Yamakoshi, A Goldstein, U Hasson, KA Norman, ...
Nature communications 15 (1), 5523, 2024
65*2024
Learning rewards from linguistic feedback
TR Sumers, MK Ho, RD Hawkins, K Narasimhan, TL Griffiths
Proceedings of the AAAI Conference on Artificial Intelligence 35 (7), 6002-6010, 2021
572021
Complex cognitive algorithms preserved by selective social learning in experimental populations
B Thompson, B Van Opheusden, T Sumers, TL Griffiths
Science 376 (6588), 95-98, 2022
452022
Reconciling truthfulness and relevance as epistemic and decision-theoretic utility.
TR Sumers, MK Ho, TL Griffiths, RD Hawkins
Psychological Review, 2023
39*2023
Simplifying GPS data for map building and distance calculation
S Cui, TD Nguyen, TR Sumers, M Yu, X Zhang
US Patent 9,939,276, 2018
382018
Words are all you need? Language as an approximation for human similarity judgments
R Marjieh, P Van Rijn, I Sucholutsky, T Sumers, H Lee, TL Griffiths, ...
The Eleventh International Conference on Learning Representations, 2023
35*2023
How to talk so AI will learn: Instructions, descriptions, and autonomy
T Sumers, R Hawkins, MK Ho, T Griffiths, D Hadfield-Menell
Advances in neural information processing systems 35, 34762-34775, 2022
31*2022
Pickup location selection and augmented reality navigation
J Badalamenti, J Inch, CM Sanchez, TR Sumers
US Patent 10,508,925, 2019
312019
Distilling Internet-Scale Vision-Language Models into Embodied Agents
T Sumers, K Marino, A Ahuja, R Fergus, I Dasgupta
International Conference on Machine Learning, 2023
252023
Network computer system for analyzing driving actions of drivers on road segments of a geographic region
TR Sumers
US Patent 10,297,148, 2019
252019
Show or Tell? Exploring when (and why) teaching with language outperforms demonstration
TR Sumers, MK Ho, RD Hawkins, TL Griffiths
Cognition 232, 105326, 2023
23*2023
Trip termination determination for on-demand transport
K Brinig, M Ioffe, B Layton, T Sumers, MW Kadous
US Patent 10,672,198, 2020
232020
Augmented reality assisted pickup
J Badalamenti, J Inch, CM Sanchez, TR Sumers
US Patent 10,423,834, 2019
232019
How Uber Engineering increases safe driving with telematics
A Beinstein, T Sumers
Uber Engineering Blog 29, 2016
162016
How do Large Language Models Navigate Conflicts between Honesty and Helpfulness?
R Liu*, TR Sumers*, I Dasgupta, TL Griffiths
ICML, 2024
152024
Event detection using sensor data
NP Volk, T Karaletsos, U Madhow, JB Yosinski, TR Sumers
US Patent App. 16/233,779, 2019
132019
Learning with language-guided state abstractions
A Peng, I Sucholutsky, BZ Li, TR Sumers, TL Griffiths, J Andreas, JA Shah
arXiv preprint arXiv:2402.18759, 2024
122024
Vehicle monitoring system
N De, D Tyagi, J Sullivan, K Wahba, T Sumers, A Beinstein, G Su
US Patent 10,445,950, 2019
122019
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