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Too much of a good thing: How novelty biases and vocabulary influence known and novel referent selection in 18-month-old children and associative learning models

机译:太好了:在18个月大的孩子和联想学习模型中新颖性偏见和词汇影响如何影响已知和新颖的推荐对象选择

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摘要

Identifying the referent of novel words is a complex process that young children do with relative ease. When given multiple objects along with a novel word, children select the most novel item, sometimes retaining the word-referent link. Prior work is inconsistent, however, on the role of object novelty. Two experiments examine 18-month-old children’s performance on referent selection and retention with novel and known words. The results reveal a pervasive novelty bias on referent selection with both known and novel names and, across individual children, a negative correlation between attention to novelty and retention of new word-referent links. A computational model examines possible sources of the bias, suggesting novelty supports in-the-moment behavior but not retention. Together, results suggest that when lexical knowledge is weak, attention to novelty drives behavior, but alone does not sustain learning. Importantly, the results demonstrate that word learning may be driven, in part, by low-level perceptual processes.
机译:识别新颖单词的指涉对象是一个相对较容易完成的复杂过程。当给多个对象和一个新颖的单词时,孩子们选择最新颖的项目,有时保留单词相关链接。但是,关于对象新颖性的作用,先前的工作并不一致。两项实验检查了18个月大的孩子在新颖和已知单词的推荐对象选择和保留方面的表现。结果表明,在具有已知名称和小说名称的推荐对象选择上普遍存在新颖性偏见,并且在各个儿童中,对新颖性的关注与新单词引用链接的保留之间存在负相关关系。一个计算模型检查了偏差的可能来源,表明新颖性支持即时行为,但不支持保留。总之,结果表明,当词汇知识薄弱时,对新颖性的关注会驱动行为,但仅靠学习并不能维持学习。重要的是,结果表明,单词学习可能部分是由低水平的感知过程驱动的。

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