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First language acquisition
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ISBN: 0521620031 0521629977 9780521629973 Year: 2006 Publisher: Cambridge Cambridge University press


Book
First language acquisition
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ISBN: 9780521514132 9780521732932 052173293X Year: 2010 Publisher: Cambridge : Cambridge university press,


Book
Experience, variation and generalization
Authors: ---
ISBN: 9789027234773 9027234779 9789027285041 9027285047 1283174790 9786613174796 9781283174794 6613174793 Year: 2011 Publisher: Amsterdam Philadelphia John Benjamins Pub.

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Abstract

Theories of language acquisition must address the role of constraints in children's learning. Are they language-specific or domain-general? Do they come from the learner or are do they result from external factors like the nature of the data? In this chapter we describe how Bayesian modeling may be used to explore this issue. The Bayesian framework has been useful for determining what an ideal learner might be able to learn given a certain set of specific constraints and a certain type of input. It also provides a natural way to compare the effect of different constraints, and to grow towards increasingly cognitively natural models by altering those constraints. Keywords: Learning constraints; Bayesian modeling.

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