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Memory constraints on infants’ cross-situational statistical learning

机译:对婴儿交叉情境统计学习的记忆约制

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摘要

Infants are able to map linguistic labels to referents in the world by tracking co-occurrence probabilities across learning events, a behavior often termed cross-situational statistical learning. This study builds upon existing research by examining infants’ developing ability to aggregate and retrieve word-referent pairings over time. 16- and 20-month-old infants (N = 32) were presented with a cross-situational statistical learning task in which half of the object-label pairings were presented in immediate succession (massed) and half were distributed across time (interleaved). Results revealed striking developmental differences in word mapping performance; infants in both age groups were able to learn pairings presented in immediate succession, but only 20-month-old infants were able to correctly infer pairings distributed over time. This work reveals significant constraints on infants’ ability to aggregate and retrieve object-label pairings across time and challenges theories of cross-situational statistical learning that rest on retrieval processes as successful and automatic.
机译:婴儿可以通过跟踪学习事件中的同现概率来将语言标签映射到世界上的被指对象,这种行为通常被称为跨情境统计学习。这项研究建立在现有研究的基础上,通过检查婴儿随着时间的推移聚集和检索单词-指称配对的发展能力。对16个月和20个月大的婴儿(N = 32)进行了跨情境的统计学习任务,其中一半的对象-标签配对以连续顺序呈现(已聚集),另一半在时间上分布(交错出现) 。结果表明,单词映射性能存在显着的发展差异;两个年龄组的婴儿都能够学习立即相继出现的配对,但只有20个月大的婴儿能够正确推断随时间分布的配对。这项工作揭示了婴儿在跨时间聚集和检索对象-标签配对的能力方面的重大限制,并挑战了跨境统计学习的理论,该理论基于成功且自动的检索过程。

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