Determining the Dependency among Clauses based on SVM 


Vol. 14,  No. 2, pp. 141-144, Apr.  2007
10.3745/KIPSTB.2007.14.2.141


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  Abstract

The longer the input sentences, the worse the syntactic parsing results. Therefore, a long sentence is first divided into several clauses,and syntactic analysis for each clause is performed. Finally, all the analysis results are merged into one. In the merging process, it is difficult to determine the dependency among clauses. To handle such syntactic ambiguity among clauses, this paper proposes an SVM-based clause-dependency determination method. We extract various features from clauses, and analyze the effect of each feature on the performance. We also compare the performance of our proposed method with those of previous methods.

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[IEEE Style]

M. Y. Kim, "Determining the Dependency among Clauses based on SVM," The KIPS Transactions:PartB , vol. 14, no. 2, pp. 141-144, 2007. DOI: 10.3745/KIPSTB.2007.14.2.141.

[ACM Style]

Mi Young Kim. 2007. Determining the Dependency among Clauses based on SVM. The KIPS Transactions:PartB , 14, 2, (2007), 141-144. DOI: 10.3745/KIPSTB.2007.14.2.141.

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