The use of linguistic and world knowledge in language processing

IF 2.8 0 LANGUAGE & LINGUISTICS Language and Linguistics Compass Pub Date : 2021-04-05 DOI:10.1111/lnc3.12411
Tessa Warren, Michael Walsh Dickey
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引用次数: 3

Abstract

There has been considerable investigation of the roles that linguistic and world knowledge play during language comprehension. This investigation is important because its results have ramifications for both basic questions about how the mature intact language comprehension system functions and for applied questions regarding how comprehension systems that are impaired by aphasia might function. In the current paper, we review debates and research related to the representation and use of linguistic and world knowledge in language comprehension and then describe a recent computational model that takes both world and linguistic knowledge into account in predicting language comprehension difficulty. We then review empirical work that attempts to characterize the interactions and potential trade-offs between world and linguistic knowledge during language comprehension, and relate this work to the computational model previously described. We conclude with a brief overview of a few open questions regarding the representation of linguistic and world knowledge.

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在语言处理中运用语言学和世界知识
关于语言知识和世界知识在语言理解过程中所起的作用,人们进行了大量的研究。这项研究很重要,因为它的结果对成熟完整的语言理解系统如何运作的基本问题和失语症损害的理解系统如何运作的应用问题都有影响。在本文中,我们回顾了与语言理解中语言和世界知识的表示和使用相关的争论和研究,然后描述了一个最新的计算模型,该模型在预测语言理解难度时同时考虑了世界和语言知识。然后,我们回顾了试图描述语言理解过程中世界知识和语言知识之间的相互作用和潜在权衡的实证工作,并将这项工作与前面描述的计算模型联系起来。最后,我们简要概述了一些关于语言和世界知识表征的开放性问题。
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来源期刊
Language and Linguistics Compass
Language and Linguistics Compass LANGUAGE & LINGUISTICS-
CiteScore
5.40
自引率
4.00%
发文量
39
期刊介绍: Unique in its range, Language and Linguistics Compass is an online-only journal publishing original, peer-reviewed surveys of current research from across the entire discipline. Language and Linguistics Compass publishes state-of-the-art reviews, supported by a comprehensive bibliography and accessible to an international readership. Language and Linguistics Compass is aimed at senior undergraduates, postgraduates and academics, and will provide a unique reference tool for researching essays, preparing lectures, writing a research proposal, or just keeping up with new developments in a specific area of interest.
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