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1
Simplicity and informativeness in semantic category systems ...
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2
Learning distributions as they come: Particle filter models for online distributional learning of phonetic categories ...
Kleinschmidt, Dave. - : PsyArXiv, 2018
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3
Multiplex model of mental lexicon reveals explosive learning in humans ...
Stella, Massimo. - : PsyArXiv, 2018
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4
The multiplex structure of the mental lexicon influences picture naming in people with aphasia ...
Castro, Nichol; Stella, Massimo. - : PsyArXiv, 2018
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5
Communicative Efficiency, Uniform Information Density, and the Rational Speech Act theory ...
Levy, Roger. - : PsyArXiv, 2018
Abstract: One major class of approaches to explaining the distribution of linguistic forms is rooted in communicative efficiency. For theories in which the communicative efficiency of an utterance is itself dependent on the distribution of linguistic forms in the language, however, it is less clear how to make distributional predictions that escape circularity. We propose an approach to making distributional predictions for these cases by iterating between speaker and listener in the Rational Speech Act theory. Characteristics of the fixed points of this iterative process constitute the distributional predictions of the theory. Through computer simulation we apply this approach to the well-studied case of predictability-sensitive optional function word omission for the theory of Uniform Information Density, and show that the approach strongly predicts the negative correlation between phrase onset probability and rate of function word use that has previously been argued for and that has been empirically observed in ...
Keyword: Cognitive Psychology; Computational Linguistics; FOS Languages and literature; FOS Psychology; Linguistics; Psycholinguistics and Neurolinguistics; Psychology; Social and Behavioral Sciences
URL: https://dx.doi.org/10.17605/osf.io/4cgxh
https://psyarxiv.com/4cgxh/
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6
Can prediction-based distributional semantic models predict typicality? ...
Heyman, Tom; Heyman, Geert. - : Open Science Framework, 2018
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7
Cohort and rhyme priming emerge from the multiplex network structure of the mental lexicon ...
Stella, Massimo. - : PsyArXiv, 2018
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8
Modelling the structure and dynamics of semantic processing ...
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9
Theories and Methodologies for Cognitive Machine Learning based on Denotational Mathematics ...
Valipour, Mehrdad. - : Graduate Studies, 2018
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10
Complexity Reduction in the Negotiation of New Lexical Conventions ...
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