An Analysis of Korean Dependency Relation by Homograph Disambiguation


KIPS Transactions on Software and Data Engineering, Vol. 3, No. 6, pp. 219-230, Jun. 2014
10.3745/KTSDE.2014.3.6.219, Full Text:

Abstract

An analysis of dependency relation is a job that determines the governor and the dependent between words in sentence. The dependency relation of predicate is established by patterns and selectional restriction of subcategorization of the predicate. This paper proposes a method of analysis of Korean dependency relation using homograph predicate disambiguated in morphology analysis phase. The disambiguated homograph predicates has each different pattern. Especially reusing a stage transition training dictionary used during tagging POS and homograph, we propose a method of fixing the dependency relation of {noun+postposition, predicate}, and we analyze the accuracy and an effect of homograph for analysis of dependency relation. We used the Sejong Phrase Structured Corpus for experiment. We transformed the phrase structured corpus to dependency relation structure and tagged homograph. From the experiment, the accuracy of dependency relation by disambiguating homograph is 80.38%, the accuracy is increased by 0.42% compared with one of undisambiguated homograph. The Z-values in statistical hypothesis testing with significance level 1% is     ≥ ?   . So we can conclude that the homograph affects on analysis of dependency relation, and the stage transition training dictionary used in tagging POS and homograph affects 7.14% on the accuracy of dependency relation.


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Cite this article
[IEEE Style]
H. S. Kim and C. Y. Ock, "An Analysis of Korean Dependency Relation by Homograph Disambiguation," KIPS Transactions on Software and Data Engineering, vol. 3, no. 6, pp. 219-230, 2014. DOI: 10.3745/KTSDE.2014.3.6.219.

[ACM Style]
Hong Soon Kim and Cheol Young Ock. 2014. An Analysis of Korean Dependency Relation by Homograph Disambiguation. KIPS Transactions on Software and Data Engineering, 3, 6, (2014), 219-230. DOI: 10.3745/KTSDE.2014.3.6.219.