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Surprise! Infants consider possible bases of generalization for a single input example
Author(s) -
Gerken LouAnn,
Dawson Colin,
Chatila Razanne,
Tenenbaum Josh
Publication year - 2015
Publication title -
developmental science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.801
H-Index - 127
eISSN - 1467-7687
pISSN - 1363-755X
DOI - 10.1111/desc.12183
Subject(s) - generalization , surprise , psychology , syllable , feature (linguistics) , repetition (rhetorical device) , cognitive psychology , process (computing) , computer science , speech recognition , communication , mathematics , linguistics , mathematical analysis , philosophy , operating system
Abstract Infants have been shown to generalize from a small number of input examples. However, existing studies allow two possible means of generalization. One is via a process of noting similarities shared by several examples. Alternatively, generalization may reflect an implicit desire to explain the input. The latter view suggests that generalization might occur when even a single input example is surprising, given the learner's current model of the domain. To test the possibility that infants are able to generalize based on a single example, we familiarized 9‐month‐olds with a single three‐syllable input example that contained either one surprising feature (syllable repetition, Experiment 1) or two features (repetition and a rare syllable, Experiment 2). In both experiments, infants generalized only to new strings that maintained all of the surprising features from familiarization. This research suggests that surprise can promote very rapid generalization.