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Does Formal Complexity Reflect Cognitive Complexity? Investigating Aspects of the Chomsky Hierarchy in an Artificial Language Learning Study

机译:形式复杂性是否反映了认知复杂性?在人工语言学习研究中研究乔姆斯基层次结构的各个方面

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摘要

This study investigated whether formal complexity, as described by the Chomsky Hierarchy, corresponds to cognitive complexity during language learning. According to the Chomsky Hierarchy, nested dependencies (context-free) are less complex than cross-serial dependencies (mildly context-sensitive). In two artificial grammar learning (AGL) experiments participants were presented with a language containing either nested or cross-serial dependencies. A learning effect for both types of dependencies could be observed, but no difference between dependency types emerged. These behavioral findings do not seem to reflect complexity differences as described in the Chomsky Hierarchy. This study extends previous findings in demonstrating learning effects for nested and cross-serial dependencies with more natural stimulus materials in a classical AGL paradigm after only one hour of exposure. The current findings can be taken as a starting point for further exploring the degree to which the Chomsky Hierarchy reflects cognitive processes.
机译:这项研究调查了Chomsky层次结构所描述的形式复杂性是否对应于语言学习过程中的认知复杂性。根据Chomsky层次结构,嵌套的依赖项(无上下文)比跨序列的依赖项(对上下文敏感)复杂。在两个人工语法学习(AGL)实验中,向参与者展示了一种包含嵌套或跨序列依赖性的语言。可以观察到两种依赖关系的学习效果,但是没有出现依赖关系类型之间的差异。这些行为发现似乎并不反映Chomsky层次结构中描述的复杂性差异。这项研究扩展了以前的发现,证明了在暴露一小时后,在经典的AGL范式中使用更自然的刺激材料展示了嵌套和跨序列依赖的学习效果。当前的发现可以作为进一步探索乔姆斯基体系反映认知过程的程度的起点。

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