Predictive structure building in language comprehension: a large sample study on incremental licensing and parallelism.

IF 1.7 4区 心理学 Q3 PSYCHOLOGY, EXPERIMENTAL Cognitive Processing Pub Date : 2023-05-01 DOI:10.1007/s10339-023-01130-8
Hiroki Fujita
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引用次数: 2

Abstract

In online language comprehension, the parser incrementally builds hierarchical syntactic structures. The predictive nature of this structure-building process has been the subject of extensive debate. A previous study observed that when a wh-phrase indicates parallelism between the upcoming wh-clause and a preceding clause (e.g., John told some stories, but we couldn't remember which stories…), the parser predictively constructs the wh-clause. This observation demonstrates predictive structure building. However, the study also suggests that the parser does not make a prediction when the wh-phrase indicates that parallelism does not hold (e.g., John told some stories … with which stories…), a potential limit to the prediction of syntactic structures. Crucially, these findings are controversial because the study did not observe processing difficulty when disambiguating input indicated that the predicted continuation was inconsistent with the globally grammatical structure (garden-path effects). The controversial results may be due to a lack of statistical power. Therefore, the present study conducted a large-scale replication study (324 participants and 24 sets of materials). The results revealed that the parser predicts the clausal structure, irrespective of the type of wh-phrase. There was also evidence of garden-path effects, supporting the finding that the parser makes a prediction. These observations suggest that the prediction algorithm inherent in the human parser is more powerful than assumed by the previous study and that the parser attempts to construct globally grammatical structures during revision.

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语言理解中的预测结构构建:基于增量许可和并行的大样本研究。
在在线语言理解中,解析器增量地构建分层语法结构。这种结构构建过程的预测性一直是广泛争论的主题。之前的一项研究发现,当一个“wh”短语表示后面的“wh”分句和前面的分句之间的平行关系时(例如,约翰讲了一些故事,但我们不记得是哪个故事……),解析器会预言性地构建“wh”分句。这一观察证明了预测结构的建立。然而,该研究还表明,当wh短语表明不存在平行关系时,解析器不会做出预测(例如,John告诉了一些故事……与哪些故事……),这是对句法结构预测的潜在限制。至关重要的是,这些发现是有争议的,因为该研究没有观察到当消歧义输入时的处理困难,这表明预测的延续与全局语法结构(花园路径效应)不一致。有争议的结果可能是由于缺乏统计能力。因此,本研究进行了大规模的重复研究(324名参与者,24套材料)。结果表明,无论wh-phrase的类型如何,解析器都可以预测小句结构。还有花园路径效应的证据,支持解析器做出预测的发现。这些观察结果表明,人类解析器中固有的预测算法比以前的研究假设的更强大,并且解析器在修订期间试图构建全局语法结构。
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来源期刊
Cognitive Processing
Cognitive Processing PSYCHOLOGY, EXPERIMENTAL-
CiteScore
3.10
自引率
5.90%
发文量
44
期刊介绍: Cognitive Processing - International Quarterly of Cognitive Science is a peer-reviewed international journal that publishes innovative contributions in the multidisciplinary field of cognitive science.  Its main purpose is to stimulate research and scientific interaction through communication between specialists in different fields on topics of common interest and to promote an interdisciplinary understanding of the diverse topics in contemporary cognitive science. Cognitive Processing is articulated in the following sections:Cognitive DevelopmentCognitive Models of Risk and Decision MakingCognitive NeuroscienceCognitive PsychologyComputational Cognitive SciencesPhilosophy of MindNeuroimaging and Electrophysiological MethodsPsycholinguistics and Computational linguisticsQuantitative Psychology and Formal Theories in Cognitive ScienceSocial Cognition and Cognitive Science of Culture
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