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1
Fading of collective attention shapes the evolution of linguistic variants ...
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2
Agreement attraction in Spanish comprehension ...
Lago, Sol; Shalom, Diego; Sigman, Mariano. - : Open Science Framework, 2018
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3
The maturation of speech structure in psychosis is resistant to formal education
Mota, Natália Bezerra; Sigman, Mariano; Cecchi, Guillermo. - : Nature Publishing Group UK, 2018
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4
Bayesian validation of grammar productions for the language of thought
Abstract: Probabilistic proposals of Language of Thoughts (LoTs) can explain learning across different domains as statistical inference over a compositionally structured hypothesis space. While frameworks may differ on how a LoT may be implemented computationally, they all share the property that they are built from a set of atomic symbols and rules by which these symbols can be combined. In this work we propose an extra validation step for the set of atomic productions defined by the experimenter. It starts by expanding the defined LoT grammar for the cognitive domain with a broader set of arbitrary productions and then uses Bayesian inference to prune the productions from the experimental data. The result allows the researcher to validate that the resulting grammar still matches the intuitive grammar chosen for the domain. We then test this method in the language of geometry, a specific LoT model for geometrical sequence learning. Finally, despite the fact of the geometrical LoT not being a universal (i.e. Turing-complete) language, we show an empirical relation between a sequence’s probability and its complexity consistent with the theoretical relationship for universal languages described by Levin’s Coding Theorem.
Keyword: Research Article
URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039029/
http://www.ncbi.nlm.nih.gov/pubmed/29990351
https://doi.org/10.1371/journal.pone.0200420
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5
Maintaining trust when agents can engage in self-deception
Babino, Andrés; Makse, Hernán A.; DiTella, Rafael. - : National Academy of Sciences, 2018
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6
The maturation of speech structure in psychosis is resistant to formal education
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