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Verb biases are shaped through lifelong learning

机译:通过终身学习来塑造动词偏见

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摘要

Verbs often participate in more than one syntactic structure, but individual verbs can be biased in terms of whether they are used more often with one structure or the other. For instance, in a sentence such as “Bop the bunny with the flower,” the phrase “with the flower” is more likely to indicate an instrument with which to “bop,” rather than which “bunny” to bop. Conversely, in a sentence such as “Choose the cow with the flower,” the phrase “with the flower” is more likely to indicate which “cow” to choose. An open question is where these biases come from and whether they continue to be shaped in adulthood in a way that has lasting consequences for real-time processing of language. In Experiment 1 we replicated previous findings that these language-wide biases guide on-line syntactic processing in a computer-based visual-world paradigm. In Experiment 2, we tested the malleability of these biases by exposing adults to initially unbiased verbs situated in unambiguous contexts that led to either instrument or modifier interpretations. During test, participants interpreted sentences containing either modifier- or instrument-trained verbs in ambiguous contexts. Eye-movement and action data show that participants’ considerations of the candidate interpretations of the ambiguous with-phrases were guided by the newly learned verb biases. These results suggest that co-occurrence information about specific verbs and syntactic structures embedded in language experiences plays a role in forming, and continuously shaping, the verb biases that constitute a part of the broader representation of the language.
机译:动词通常参与不止一种语法结构,但是各个动词在是否经常与一种结构或另一种结构结合使用方面可能存在偏见。例如,在诸如“用花来开兔子”的句子中,短语“用花来”更可能表示用来“跳”的工具,而不是用来“跳”的兔子。相反,在诸如“用花选择母牛”之类的句子中,短语“有花”更可能表示要选择哪个“牛”。一个开放的问题是这些偏见来自何处,以及它们是否会在成年后继续以对语言的实时处理产生持久影响的方式继续形成。在实验1中,我们复制了以前的发现,这些发现是这些基于语言的偏见指导了基于计算机的视觉世界范式中的在线句法处理。在实验2中,我们通过将成年人暴露于导致工具或修饰语解释的明确上下文中的初始无偏动词来测试这些偏见的可塑性。在测试过程中,参与者会在模棱两可的上下文中解释包含修饰语或工具训练动词的句子。眼动和动作数据表明,参与者对模棱两可的用语的候选解释的考虑是由新近学习的动词偏向指导的。这些结果表明,与嵌入在语言体验中的特定动词和句法结构有关的共现信息在构成和不断塑形构成语言更广泛表示的一部分的动词偏向中发挥着作用。

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