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Transformers generalize differently from information stored in context vs in weights


Oct 11, 2022
Stephanie C. Y. Chan, Ishita Dasgupta, Junkyung Kim, Dharshan Kumaran, Andrew K. Lampinen, Felix Hill

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Language models show human-like content effects on reasoning


Jul 14, 2022
Ishita Dasgupta, Andrew K. Lampinen, Stephanie C. Y. Chan, Antonia Creswell, Dharshan Kumaran, James L. McClelland, Felix Hill

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Know your audience: specializing grounded language models with the game of Dixit


Jun 16, 2022
Aaditya K. Singh, David Ding, Andrew Saxe, Felix Hill, Andrew K. Lampinen

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* 27 pages, 9 figures 

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Semantic Exploration from Language Abstractions and Pretrained Representations


Apr 08, 2022
Allison C. Tam, Neil C. Rabinowitz, Andrew K. Lampinen, Nicholas A. Roy, Stephanie C. Y. Chan, DJ Strouse, Jane X. Wang, Andrea Banino, Felix Hill

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Can language models learn from explanations in context?


Apr 05, 2022
Andrew K. Lampinen, Ishita Dasgupta, Stephanie C. Y. Chan, Kory Matthewson, Michael Henry Tessler, Antonia Creswell, James L. McClelland, Jane X. Wang, Felix Hill

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Zipfian environments for Reinforcement Learning


Mar 15, 2022
Stephanie C. Y. Chan, Andrew K. Lampinen, Pierre H. Richemond, Felix Hill

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Tell me why! -- Explanations support learning of relational and causal structure


Dec 08, 2021
Andrew K. Lampinen, Nicholas A. Roy, Ishita Dasgupta, Stephanie C. Y. Chan, Allison C. Tam, James L. McClelland, Chen Yan, Adam Santoro, Neil C. Rabinowitz, Jane X. Wang, Felix Hill

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* 22 pages 

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What shapes feature representations? Exploring datasets, architectures, and training


Jun 22, 2020
Katherine L. Hermann, Andrew K. Lampinen

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* 21 pages 

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Transforming task representations to allow deep learning models to perform novel tasks


May 08, 2020
Andrew K. Lampinen, James L. McClelland

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* 34 pages 

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Automated curricula through setter-solver interactions


Sep 27, 2019
Sebastien Racaniere, Andrew K. Lampinen, Adam Santoro, David P. Reichert, Vlad Firoiu, Timothy P. Lillicrap

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