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Color Overmodification Emerges from Data-Driven Learning and Pragmatic Reasoning


May 18, 2022
Fei Fang, Kunal Sinha, Noah D. Goodman, Christopher Potts, Elisa Kreiss

* Proceedings of the Annual Meeting of the Cognitive Science Society (2022) 

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STaR: Bootstrapping Reasoning With Reasoning


Mar 28, 2022
Eric Zelikman, Yuhuai Wu, Noah D. Goodman


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Causal Distillation for Language Models


Dec 05, 2021
Zhengxuan Wu, Atticus Geiger, Josh Rozner, Elisa Kreiss, Hanson Lu, Thomas Icard, Christopher Potts, Noah D. Goodman

* 7 pages, 2 figures 

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Inducing Causal Structure for Interpretable Neural Networks


Dec 01, 2021
Atticus Geiger, Zhengxuan Wu, Hanson Lu, Josh Rozner, Elisa Kreiss, Thomas Icard, Noah D. Goodman, Christopher Potts


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Calibrate your listeners! Robust communication-based training for pragmatic speakers


Oct 11, 2021
Rose E. Wang, Julia White, Jesse Mu, Noah D. Goodman

* Findings of EMNLP 2021 Code: https://github.com/rosewang2008/calibrate_your_listeners 

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Visual resemblance and communicative context constrain the emergence of graphical conventions


Sep 17, 2021
Robert D. Hawkins, Megumi Sano, Noah D. Goodman, Judith E. Fan

* 26 pages; 8 figures; submitted version of manuscript 

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Concadia: Tackling image accessibility with context


Apr 16, 2021
Elisa Kreiss, Noah D. Goodman, Christopher Potts


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From partners to populations: A hierarchical Bayesian account of coordination and convention


Apr 12, 2021
Robert D. Hawkins, Michael Franke, Michael C. Frank, Kenny Smith, Thomas L. Griffiths, Noah D. Goodman

* Draft version, 4/12/2021. This paper has not been peer reviewed. Please do not copy or cite without author's permission 

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Learning to refer informatively by amortizing pragmatic reasoning


May 31, 2020
Julia White, Jesse Mu, Noah D. Goodman

* Accepted to CogSci 2020 

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Generalizing meanings from partners to populations: Hierarchical inference supports convention formation on networks


Feb 04, 2020
Robert D. Hawkins, Noah D. Goodman, Adele E. Goldberg, Thomas L. Griffiths


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