Limits to Language Prediction: Findings From Diverse Populations.

IF 3.3 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL
Aine Ito
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引用次数: 0

Abstract

For a model in cognitive science to adequately explain cognitive processes across different populations, empirical findings from diverse participant groups are essential. This paper selectively reviews studies that investigated prediction in different populations and discusses what they reveal about the mechanisms and role of language prediction. To build a generalizable model of prediction and to understand the role of prediction in language comprehension and learning, it is crucial to understand both the brain's potential and limits to prediction. Findings from WEIRD (Western, Educated, Industrialized, Rich, and Democratic) populations have demonstrated the brain's remarkable ability to predict upcoming language. However, findings from diverse populations (e.g., second-language speakers, heritage speakers, low-literacy adults, children and older adults, adults from different socioeconomic backgrounds) highlight important limits to language prediction and suggest that prediction is modulated by individual differences beyond what has been found in WEIRD populations. I suggest that these individual differences can be explained by the currently proposed prediction models without assuming qualitatively different mechanisms for different populations.

语言预测的局限性:来自不同人群的发现。
对于认知科学模型来说,要充分解释不同人群的认知过程,来自不同参与者群体的实证研究结果是必不可少的。本文有选择性地回顾了在不同人群中研究预测的研究,并讨论了这些研究揭示的语言预测的机制和作用。为了建立一个可推广的预测模型,并理解预测在语言理解和学习中的作用,理解大脑预测的潜力和局限性是至关重要的。来自WEIRD(西方,受过教育,工业化,富裕和民主)人群的研究结果表明,大脑具有预测即将到来的语言的非凡能力。然而,来自不同人群(例如,第二语言使用者,传统使用者,低文化水平的成年人,儿童和老年人,来自不同社会经济背景的成年人)的研究结果强调了语言预测的重要局限性,并表明预测受个体差异的调节,而不是在WEIRD人群中发现的。我认为,这些个体差异可以用目前提出的预测模型来解释,而不必假设不同人群的质性机制不同。
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来源期刊
Topics in Cognitive Science
Topics in Cognitive Science PSYCHOLOGY, EXPERIMENTAL-
CiteScore
8.50
自引率
10.00%
发文量
52
期刊介绍: Topics in Cognitive Science (topiCS) is an innovative new journal that covers all areas of cognitive science including cognitive modeling, cognitive neuroscience, cognitive anthropology, and cognitive science and philosophy. topiCS aims to provide a forum for: -New communities of researchers- New controversies in established areas- Debates and commentaries- Reflections and integration The publication features multiple scholarly papers dedicated to a single topic. Some of these topics will appear together in one issue, but others may appear across several issues or develop into a regular feature. Controversies or debates started in one issue may be followed up by commentaries in a later issue, etc. However, the format and origin of the topics will vary greatly.
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