Silvia Rădulescu

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frank_tenenbaum_2011 [2016/02/06 20:21] silviafrank_tenenbaum_2011 [2016/02/08 15:48] (current) silvia
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 and tokens (Goldwater et al., 2006; Johnson, Griffiths, & and tokens (Goldwater et al., 2006; Johnson, Griffiths, &
 Goldwater, 2007). Goldwater, 2007).
 +\\
 +Finally, though the domain-general principles we have
 +identified here do capture many results, there is some
 +additional evidence for domain-specific effects. Learners
 +may acquire expectations for the kinds of regularities that
 +appear in domains like music compared with those that
 +appear in speech (Dawson & Gerken, 2009); in addition, a
 +number of papers have described a striking dissociation
 +between the kinds of regularities that can be learned from
 +vowels and those that can be learned from consonants
 +(Bonatti, Peña, Nespor, & Mehler, 2005; Toro, Nespor,
 +Mehler, & Bonatti, 2008). Both sets of results point to a
 +need for a hierarchical approach to rule learning, in which
 +knowledge of what kinds of regularities are possible in a
 +domain can itself be learned from the evidence. Only
 +through further empirical and computational work can
 +we understand which of these effects can be explained
 +through acquired domain expectations and which are best
 +explained as innate domain-specific biases or constraints.
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