SMRŽ, Pavel and Pavel RYCHLÝ. Finding Semantically Related Words in Large Corpora. 2001. FIMU-RS-2001-02.
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Basic information
Original name Finding Semantically Related Words in Large Corpora
Authors SMRŽ, Pavel and Pavel RYCHLÝ.
Edition FIMU-RS-2001-02, 2001.
Other information
Original language English
Type of outcome Audiovisual works
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
WWW URL
Organization unit Faculty of Informatics
Keywords in English natural language; large corpus; semantically related words
Tags large corpus, natural language, semantically related words
Changed by Changed by: doc. RNDr. Pavel Smrž, Ph.D., učo 1297. Changed: 2/11/2001 13:04.
Abstract
The paper deals with the linguistic problem of fully automatic grouping of semantically related words. We discuss the measures of semantic relatedness of basic word forms and describe the treatment of collocations. Next we present the procedure of hierarchical clustering of a very large number of semantically related words and give examples of the resulting partitioning of data in the form of dendrogram. Finally we show a form of the output presentation that facilitates the inspection of the resulting word clusters.
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