Iterated learning and grounding: from holistic to compositional languages

Paul Vogt

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Language and cultural evolution Syntax, Semantics, Linguistic Variation Language Development and Disorders

Abstract

This paper presents a new computational model for studying the origins and evolution of compositional languages grounded through the interaction between agents and their environment. The model is based on previous work on adaptive grounding of lexicons and the iterated learning model. Although the model is still in a developmental phase, the first results show that a compositional language can emerge in which the structure reflects regularities present in the population's environment.

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References

1990The symbol grounding problem 2001Language Acquisition and Conceptual Development 2001Spontaneous evolution of linguistic structure-an iterated learning model of the emergence of regularity and irregularity 2002Simulating the Evolution of Language 1998Protolanguage as a holistic system for social interaction 1998Beyond grammar : an experience-based theory of language 2002Natural Language From Artificial Life 2002Compositional Syntax From Cultural Transmission

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2008Language adapting to the brain: a study of a Bayesian iterated learning model

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