Realistic and broad-scope learning simulations: first results and challenges.

IF 1.7 2区 文学 Q1 LINGUISTICS
Journal of Child Language Pub Date : 2023-11-01 Epub Date: 2023-05-29 DOI:10.1017/S0305000923000272
Maureen de Seyssel, Marvin Lavechin, Emmanuel Dupoux
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引用次数: 0

Abstract

There is a current 'theory crisis' in language acquisition research, resulting from fragmentation both at the level of the approaches and the linguistic level studied. We identify a need for integrative approaches that go beyond these limitations, and propose to analyse the strengths and weaknesses of current theoretical approaches of language acquisition. In particular, we advocate that language learning simulations, if they integrate realistic input and multiple levels of language, have the potential to contribute significantly to our understanding of language acquisition. We then review recent results obtained through such language learning simulations. Finally, we propose some guidelines for the community to build better simulations.

现实和广泛的学习模拟:第一个结果和挑战。
目前,语言习得研究存在“理论危机”,这是由于所研究的方法和语言层面的碎片化造成的。我们发现需要超越这些限制的综合方法,并建议分析当前语言习得理论方法的优势和劣势。特别是,我们主张,如果语言学习模拟将现实输入和多个语言水平相结合,就有可能对我们理解语言习得做出重大贡献。然后,我们回顾了通过这种语言学习模拟获得的最新结果。最后,我们为社区构建更好的模拟提出了一些指导方针。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.70
自引率
4.50%
发文量
142
期刊介绍: A key publication in the field, Journal of Child Language publishes articles on all aspects of the scientific study of language behaviour in children, the principles which underlie it, and the theories which may account for it. The international range of authors and breadth of coverage allow the journal to forge links between many different areas of research including psychology, linguistics, cognitive science and anthropology. This interdisciplinary approach spans a wide range of interests: phonology, phonetics, morphology, syntax, vocabulary, semantics, pragmatics, sociolinguistics, or any other recognised facet of language study.
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