用容差原则建模输入分布与学习轨迹之间的关系

Jordan Kodner
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引用次数: 0

摘要

儿童语言学习者的发展具有显著的一致性,无论是学习轨迹还是最终结果,尽管他们的学习环境存在重大差异。在本文中,我们探讨了输入中不规则词汇的频率和分布在驱动学习轨迹中的作用。我们得出的结论是,宽容原则是一种基于类型的生产力学习模型,虽然它解释了学习者之间的一致性,但它也与输入分布相互作用,驱动学习轨迹的跨语言差异。
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Modeling the Relationship between Input Distributions and Learning Trajectories with the Tolerance Principle
Child language learners develop with remarkable uniformity, both in their learning trajectories and ultimate outcomes, despite major differences in their learning environments. In this paper, we explore the role that the frequencies and distributions of irregular lexical items in the input plays in driving learning trajectories. We conclude that while the Tolerance Principle, a type-based model of productivity learning, accounts for inter-learner uniformity, it also interacts with input distributions to drive cross-linguistic variation in learning trajectories.
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