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自然阅读中的词频效应

Word Frequency Effects in Naturalistic Reading.

作者信息

Desai Rutvik H, Choi Wonil, Henderson John M

机构信息

Department of Psychology University of South Carolina, Columbia, SC, 29028, USA.

Liberal Arts and Sciences Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea.

出版信息

Lang Cogn Neurosci. 2020;35(5):583-594. doi: 10.1080/23273798.2018.1527376. Epub 2018 Oct 4.

Abstract

Word frequency is a central psycholinguistic variable that accounts for substantial variance in language processing. A number of neuroimaging studies have examined frequency at a single word level, typically demonstrating a strong negative, and sometimes positive correlation between frequency and hemodynamic response. Here, 40 subjects read passages of text in an MRI scanner while their eye movements were recorded. We used fixation-related analysis to identify neural activity tied to the frequency of each fixated word. We found that negative correlations with frequency were reduced, while strong positive correlations were found in the temporal and parietal areas associated with semantics. We propose that the processing cost of low frequency words is reduced due to contextual cues. Meanings of high frequency words are more readily accessed and integrated with context resulting in enhanced processing in the semantic system. The results demonstrate similarities and differences between single word and naturalistic text processing.

摘要

词频是一个核心的心理语言学变量,它在语言处理中占很大的方差。许多神经影像学研究在单个单词层面上考察了词频,通常表明词频与血液动力学反应之间存在强烈的负相关,有时也存在正相关。在这里,40名受试者在MRI扫描仪中阅读文本段落,同时记录他们的眼动。我们使用与注视相关的分析来识别与每个注视单词的频率相关的神经活动。我们发现与频率的负相关减少了,而在与语义相关的颞叶和顶叶区域发现了强烈的正相关。我们提出,由于上下文线索,低频词的处理成本降低了。高频词的意义更容易被获取并与上下文整合,从而导致语义系统中的处理增强。结果表明了单个单词和自然文本处理之间的异同。

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