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Emergent grammar from a minimal cognitive architecture

Authors: Jon-And, Anna; Michaud, Jérôme;

Emergent grammar from a minimal cognitive architecture

Abstract

In this paper, we introduce a minimal cognitive architecture designed to explore the mechanism sunderlying human language learning abilities. Our model inspired by research in artificial intelligence incorporates sequence memory, chunking and schematizing as key domain-general cognitive mechanisms. It combines an emergentist approach with the generativist theory oftype systems. By modifying the type system to operationalize theories on usage-based learningand emergent grammar, we build a bridge between theoretical paradigms that are usually considered incompatible. Using a minimal error-correction reinforcement learning approach, we show that our model is able to extract functional grammatical systems from limited exposureto small artificial languages. Our results challenge the need for complex predispositions for language and offer a promising path for further development in understanding cognitive prerequisites for language and the emergence of grammar during learning.

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Sweden
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Keywords

General Language Studies and Linguistics, language evolution, Computer and Information Sciences, Jämförande språkvetenskap och allmän lingvistik, cognitive architecture, Data- och informationsvetenskap, language learning, sequence memory

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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