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整体与组合式语言处理中的个体差异。

Individual Differences in Holistic and Compositional Language Processing.

作者信息

McConnell Kyla

机构信息

English Department, Albert-Ludwigs-Universitat Freiburg, Freiburg im Breisgau, DE.

出版信息

J Cogn. 2023 Jun 28;6(1):29. doi: 10.5334/joc.283. eCollection 2023.

DOI:10.5334/joc.283
PMID:37397350
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10312246/
Abstract

Individual differences in cognitive abilities are ubiquitous across the spectrum of proficient language users. Although speakers differ with regard to their memory capacity, ability for inhibiting distraction, and ability to shift between different processing levels, comprehension is generally successful. However, this does not mean it is identical across individuals; listeners and readers may rely on different processing strategies to exploit distributional information in the service of efficient understanding. In the following psycholinguistic reading experiment, we investigate potential sources of individual differences in the processing of co-occurring words. Participants read modifier-noun bigrams like in a self-paced reading task. Backward transition probability (BTP) between the two lexemes was used to quantify the prominence of the bigram as a whole in comparison to the frequency of its parts. Of five individual difference measures (processing speed, verbal working memory, cognitive inhibition, global-local scope shifting, and personality), two proved to be significantly associated with the effect of BTP on reading times. Participants who could inhibit a distracting global environment in order to more efficiently retrieve a single part and those that preferred the local level in the shifting task showed greater effects of the co-occurrence probability of the parts. We conclude that some participants are more likely to retrieve bigrams via their parts and their co-occurrence statistics whereas others more readily retrieve the two words together as a single chunked unit.

摘要

在熟练的语言使用者群体中,认知能力的个体差异无处不在。尽管说话者在记忆容量、抑制干扰的能力以及在不同处理层次之间转换的能力等方面存在差异,但语言理解通常是成功的。然而,这并不意味着个体之间的理解是完全相同的;听众和读者可能会依赖不同的处理策略来利用分布信息以实现高效理解。在接下来的心理语言学阅读实验中,我们研究了在同时出现的单词处理过程中个体差异的潜在来源。参与者在一项自定进度的阅读任务中阅读修饰词 - 名词二元组,如 。两个词位之间的后向转移概率(BTP)被用来量化二元组作为一个整体相对于其组成部分的频率的显著性。在五个个体差异测量指标(处理速度、言语工作记忆、认知抑制、全局 - 局部范围转换和个性)中,有两个被证明与BTP对阅读时间的影响显著相关。那些能够抑制干扰性的全局环境以便更有效地检索单个部分的参与者,以及那些在转换任务中偏好局部层次的参与者,表现出部分共现概率的更大影响。我们得出结论,一些参与者更有可能通过其组成部分及其共现统计信息来检索二元组,而另一些参与者则更容易将这两个单词作为一个单一的组块单元一起检索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/43b4051b39ef/joc-6-1-283-g8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/844ceb8f4dc8/joc-6-1-283-g1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/db52620b5cb3/joc-6-1-283-g2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/3359e9cc71f2/joc-6-1-283-g3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/a33900089dd5/joc-6-1-283-g4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/11e74135f934/joc-6-1-283-g5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/291ed062bf4b/joc-6-1-283-g6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/170fb921ca6f/joc-6-1-283-g7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/43b4051b39ef/joc-6-1-283-g8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/844ceb8f4dc8/joc-6-1-283-g1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/db52620b5cb3/joc-6-1-283-g2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/3359e9cc71f2/joc-6-1-283-g3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/a33900089dd5/joc-6-1-283-g4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/11e74135f934/joc-6-1-283-g5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/291ed062bf4b/joc-6-1-283-g6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/170fb921ca6f/joc-6-1-283-g7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86d2/10312246/43b4051b39ef/joc-6-1-283-g8.jpg

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