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mutual exclusivity (2)
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Hits 1 – 3 of 3
1
Cross-situational word learning respects mutual exclusivity
Denise Ichinco
;
Michael C. Frank
;
Rebecca Saxe
In: http://langcog.stanford.edu/papers/IFS-cogsci2009.pdf (2009)
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2
Cross-situational word learning respects mutual exclusivity
Denise Ichinco
;
Michael C. Frank
;
Rebecca Saxe
In: http://141.14.165.6/CogSci09/papers/520/paper520.pdf (2009)
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3
Principles of generalization for learning sequential structure in language
Michael C. Frank
;
Denise Ichinco
;
Joshua B. Tenenbaum
In: http://langcog.stanford.edu/papers/frank-cogsci08-generalization.pdf (2008)
Abstract:
How do learners discover patterns in the sequential structure of their language? Infants and adults have surprising abilities to learn structure in simple artificial languages, but the mecha-nisms are unknown. Here we introduce a rule-based Bayesian model incorporating two principles: minimal generalization and representational parsimony. We apply our model to tasks in artificial language learning and inflectional morphology and show that it fits behavioral results from infants and adults and learns inflectional rules from natural data.
Keyword:
generalization
;
Language acquisition
URL:
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.692.2333
http://langcog.stanford.edu/papers/frank-cogsci08-generalization.pdf
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