Unsupervised Acquisition of knowledge about the abbreviation possibility of some of multiple phrases modifying the same verb/noun

Hiroyuki Sakai, Shigeru Masuyama · 2002

This paper proposes a statistical method of acquiring knowledge about the abbreviation possibility of some of multiple phrases modifying the same verb/noun. Our method calculates weight values of multiple phrases by mutual information based on the strength of relation between the phrases among the multiple phrases and modified verbs/nouns. Among phrases modifying the same verb/noun, those having relatively low weight value are deleted. The evaluation of our method by experiments shows that the precision attains about 74.0% and the recall attains about 43.0%.

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