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篇名
Using Kohonen Maps of Chinese Morphological Families to Visualize the Interplay of Morphology and Semantics in Chinese
並列篇名
Using Kohonen Maps of Chinese Morphological Families to Visualize the Interplay of Morphology and Semantics in Chinese
作者 Bruno GALMAR (Bruno GALMAR)
英文摘要
A morphological family in Chinese is the set of compound words embedding a common morpheme. Self-organizing maps (SOM) of Chinese morphological families are built. Computation of the unified-distance matrices for the SOMs allows us to perform a semantic clustering of the members of the morphological families. Such a semantic clustering shed light on the interplay between morphology and semantics in Chinese. Then, we studied how the word lists used in a lexical decision task (LDT) are mapped onto the clusters of the SOMs. We showed that such a mapping is helpful to predict whether in a LDT repetitive processing of members of a morphological family would elicit a satiation - habituation - of both morphological and semantic units of the shared morpheme. In their LDT experiment, found evidence for morphological satiation but not for semantic satiation. Conclusions drawn from our computational experimentations and calculations are concordant with behavioral experimental results. We finally showed that our work could be helpful to linguists to prepare adequate word lists for the behavioral study of Chinese morphological families.
起訖頁 240-251
關鍵詞 Self-Organizing MapsComputational Morphology and Semantics
刊名 ROCLING論文集  
期數 2011 (2011期)
出版單位 中華民國計算語言學學會
該期刊-上一篇 應用詞彙、語法與語料規則於中文手寫句辨識之校正模組
該期刊-下一篇 模糊語境理解歷程的先前知識效應
 

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