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Published on: April 19, 2017
Surprise! Infants consider possible bases of generalization for a single input example
LouAnn Gerken1, Colin Dawson, Razanne Chatila
1Department of Psychology, University of Arizona, USA.
Infants can learn and generalize from just one surprising example. This study shows surprise drives rapid generalization in early learning, challenging previous assumptions about needing multiple instances.
Area of Science:
- Cognitive Science
- Developmental Psychology
- Linguistics
Background:
- Infants generalize from limited examples.
- Generalization may occur via similarity detection or by explaining surprising input.
- Surprise, even from a single instance, might trigger generalization.
Purpose of the Study:
- To investigate if infants generalize from a single surprising example.
- To determine if surprise, not just similarity, drives rapid infant generalization.
Main Methods:
- Familiarized 9-month-old infants with a single three-syllable word.
- Input contained either one (repetition) or two (repetition, rare syllable) surprising features.
- Tested generalization to new strings maintaining familiarization features.
Main Results:
- Infants generalized only to novel strings that preserved all surprising features from the single familiarization example.
- Findings were consistent across experiments with one or two surprising features.
Conclusions:
- Surprise can promote rapid generalization in infants, even from a single instance.
- This challenges models of generalization solely based on repeated exposure or similarity detection.
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