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政大機構典藏 > 外國語文學院 > 語言學研究所 > 期刊論文 > Item 140.119/122493

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/122493

Title:	A statistical explanation of the distribution of sortal classifiers in languages of the world via computational classifiers
Authors:	何萬順 Her, One-Soon Tang, Marc
Contributors:	語言所
Date:	2018-01
Issue Date:	2019-03-12 16:42:56 (UTC+8)
Abstract:	Previous studies demonstrate that morphosyntactic plural markers and the structure of numeral systems have individually strong predictive power with regard to the usage of sortal classifiers in languages. We use these two factors as explanatory variables to train the computational classifier of random forests and evaluate the accuracy of their predictive power when selecting the existence/absence of sortal classifiers as response variable. Our results show that these two factors result in an excellent discrimination performance of random forests, even when taking into account sortal classifiers as an areal feature. However, the correlation between morphosyntactic plural markers and multiplicative bases is weaker than the correlation between sortal classifiers and plural markers plus multiplicative bases. We are thus able to provide novel insights with regard to probabilistic universals on sortal classifiers, and suggest an innovative cross-disciplinary approach to test the effect of implicational universals with computational methods.
Relation:	Journal of Quantitative Linguistics, pp.1-22
Data Type:	article
DOI:	10.1080/09296174.2018.1523777
Appears in Collections:	[語言學研究所] 期刊論文

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