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tobiasgerstenberg committed Oct 15, 2023
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2 changes: 1 addition & 1 deletion content/publication/goodman2023probabilistic.md
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Expand Up @@ -16,7 +16,7 @@ publication = "Goodman N. D., Gerstenberg T., Tenenbaum J. B. (in press). Probab
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#url_pdf = "papers/goodman2023probabilistic.pdf"
url_pdf = "papers/goodman2023probabilistic.pdf"
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Expand Up @@ -11,12 +11,12 @@ date = "2023-01-01"
year = "{in press}"
authors = ["K. A. Smith","J. B. Hamrick","A. N. Sanborn","P. W. Battaglia","T. Gerstenberg","T. D. Ullman","J. B. Tenenbaum"]
publication_types = ["0", "4"]
publication_short = "_Reverse engineering the mind: Probabilistic models of cognition_"
publication = "Smith K. A., Hamrick J. B., Sanborn A. N., Battaglia P. W., Gerstenberg T., Ullman T. D., Tenenbaum J. B. (in press). Probabilistic models of physical reasoning. In _Reverse engineering the mind: Probabilistic models of cognition_."
publication_short = "_Reverse engineering the mind: The Bayesian approach to cognitive science_"
publication = "Smith K. A., Hamrick J. B., Sanborn A. N., Battaglia P. W., Gerstenberg T., Ullman T. D., Tenenbaum J. B. (in press). Probabilistic models of physical reasoning. In _Reverse engineering the mind: The Bayesian approach to cognitive science_."
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#url_pdf = "papers/smith2022probabilistic.pdf"
url_pdf = "papers/smith2023probabilistic.pdf"
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15 changes: 9 additions & 6 deletions docs/bibtex/cic_papers.bib
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%% This BibTeX bibliography file was created using BibDesk.
%% https://bibdesk.sourceforge.io/
%% Created for Tobias Gerstenberg at 2023-10-10 11:28:38 -0700
%% Created for Tobias Gerstenberg at 2023-10-15 13:46:48 -0700
%% Saved with string encoding Unicode (UTF-8)
Expand All @@ -12,8 +12,9 @@ @incollection{goodman2023probabilistic
author = {Noah D. Goodman and Tobias Gerstenberg and Joshua B. Tenenbaum},
booktitle = {Reverse-engineering the mind: The Bayesian approach to cognitive science},
date-added = {2023-10-10 11:19:49 -0700},
date-modified = {2023-10-10 11:20:27 -0700},
date-modified = {2023-10-15 13:43:55 -0700},
editor = {Thomas L. Griffiths and Nick Chater and Joshua B. Tenenbaum},
publisher = {Mit Press},
title = {Probabilistic programs as a unifying language of thought},
year = {2023}}

Expand All @@ -25,7 +26,8 @@ @article{amemiya2023disagreement
journal = {PsyArXiv},
title = {Children use disagreement to infer what happened},
url = {https://psyarxiv.com/y79sd/},
year = {2023}}
year = {2023},
bdsk-url-1 = {https://psyarxiv.com/y79sd/}}

@article{beller2023language,
abstract = {The words we use to describe what happened shape the story a listener imagines. How do speakers choose what causal expression to use? How does that impact what listeners infer about what happened? In this paper, we develop a computational model of how people use the causal expressions "caused", "enabled", "affected", and "made no difference". The model first builds a causal representation of what happened. By running counterfactual simulations, the model computes causal aspects that capture the different ways in which a candidate cause made a difference to the outcome. Logical combinations of these aspects define a semantics for the different causal expressions. The model then uses pragmatic inference favoring informative utterances to decide what word to use in context. We test our model in a series of experiments. In a set of psycholinguistic studies, we verify semantic and pragmatic assumptions of our model. We show that the causal expressions exist on a hierarchy of informativeness, and that participants draw informative pragmatic inferences in line with this scale. In the next two studies, we demonstrate that our model quantitatively fits participant behavior in a speaker task and a listener task involving dynamic physical scenarios. We compare our model to two lesioned alternatives, one which removes the pragmatic inference component, and another which additionally removes the semantics of the causal expressions. Our full model better accounts for participants' behavior than both alternatives, suggesting that causal knowledge, semantics, and pragmatics are all important for understanding how people produce and comprehend causal language.},
Expand Down Expand Up @@ -272,12 +274,13 @@ @article{gong2023active
bdsk-url-1 = {https://osf.io/jg2c5},
bdsk-url-2 = {https://doi.org/10.31234/osf.io/jg2c5}}

@incollection{smith2022probabilistic,
@incollection{smith2023probabilistic,
author = {Kevin A. Smith and Jessica B. Hamrick and Adam N. Sanborn and Peter W. Battaglia and Tobias Gerstenberg and Tomer D. Ullman and Joshua B. Tenenbaum},
booktitle = {Reverse engineering the mind: Probabilistic models of cognition},
booktitle = {Reverse engineering the mind: The Bayesian approach to cognitive science},
date-added = {2022-03-08 23:06:02 -0800},
date-modified = {2022-03-08 23:06:02 -0800},
date-modified = {2023-10-15 13:46:44 -0700},
editor = {Tom L. Griffiths and Nick Chater and Joshua B. Tenenbaum},
publisher = {Mit Press},
title = {Probabilistic models of physical reasoning},
year = {{in press}}}

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12 changes: 10 additions & 2 deletions docs/member/tobias_gerstenberg/index.html
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Expand Up @@ -1072,14 +1072,18 @@ <h2 id="publications">Publications</h2>

(2023).

<a href="https://cicl.stanford.edu/publication/smith2022probabilistic/" itemprop="name">Probabilistic models of physical reasoning</a>.
<em>Reverse engineering the mind: Probabilistic models of cognition</em>.
<a href="https://cicl.stanford.edu/publication/smith2023probabilistic/" itemprop="name">Probabilistic models of physical reasoning</a>.
<em>Reverse engineering the mind: The Bayesian approach to cognitive science</em>.

<p>




<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://cicl.stanford.edu/papers/smith2023probabilistic.pdf" target="_blank" rel="noopener">
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</a>




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<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://cicl.stanford.edu/papers/goodman2023probabilistic.pdf" target="_blank" rel="noopener">
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</a>




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4 changes: 4 additions & 0 deletions docs/publication/goodman2023probabilistic/index.html
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Expand Up @@ -314,6 +314,10 @@ <h1 itemprop="name" class ="title-text">Probabilistic programs as a unifying lan



<a class="btn btn-outline-primary my-1 mr-1" href="https://cicl.stanford.edu/papers/goodman2023probabilistic.pdf" target="_blank" rel="noopener">
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12 changes: 10 additions & 2 deletions docs/publication/index.html
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Expand Up @@ -2420,14 +2420,18 @@ <h1>Publications</h1>

(2023).

<a href="https://cicl.stanford.edu/publication/smith2022probabilistic/" itemprop="name">Probabilistic models of physical reasoning</a>.
<em>Reverse engineering the mind: Probabilistic models of cognition</em>.
<a href="https://cicl.stanford.edu/publication/smith2023probabilistic/" itemprop="name">Probabilistic models of physical reasoning</a>.
<em>Reverse engineering the mind: The Bayesian approach to cognitive science</em>.

<p>




<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://cicl.stanford.edu/papers/smith2023probabilistic.pdf" target="_blank" rel="noopener">
PDF
</a>




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<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://cicl.stanford.edu/papers/goodman2023probabilistic.pdf" target="_blank" rel="noopener">
PDF
</a>




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4 changes: 2 additions & 2 deletions docs/publication/index.xml
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<item>
<title>Probabilistic models of physical reasoning</title>
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<pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate>

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