David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Ezio Di Nucci
Jack Alan Reynolds
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Cognitive Science 36 (5):933-947 (2012)
The roles of linguistic, cognitive, and social-pragmatic processes in word learning are well established. If statistical mechanisms also contribute to word learning, they must interact with these processes; however, there exists little evidence for such mechanistic synergy. Adults use co-occurrence statistics to encode speech–object pairings with detailed sensitivity in stochastic learning environments (Vouloumanos, 2008). Here, we replicate this statistical work with nonspeech sounds and compare the results with the previous speech studies to examine whether exclusion constraints contribute equally to the statistical learning of speech–object and nonspeech–object associations. In environments in which performance could benefit from exclusion, we find a learning advantage for speech over nonspeech, revealing an interaction between statistical and exclusion processes in associative word learning
|Keywords||Exclusion constraints Language acquisition Learning mechanisms Word learning Mutual exclusivity Statistical learning|
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References found in this work BETA
W. V. Quine (1960). Word and Object. The MIT Press.
Juan M. Toro, Scott Sinnett & Salvador Soto-Faraco (2005). Speech Segmentation by Statistical Learning Depends on Attention. Cognition 97 (2):25-34.
Linda Smith & Chen Yu (2008). Infants Rapidly Learn Word-Referent Mappings Via Cross-Situational Statistics. Cognition 106 (3):1558-1568.
Jacques Mehler, Peter Jusczyk, Ghislaine Lambertz, Nilofar Halsted, Josiane Bertoncini & Claudine Amiel-Tison (1988). A Precursor of Language Acquisition in Young Infants. Cognition 29 (2):143-178.
Natasha Z. Kirkham, Jonathan A. Slemmer & Scott P. Johnson (2002). Visual Statistical Learning in Infancy: Evidence for a Domain General Learning Mechanism. Cognition 83 (2):B35-B42.
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