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2001</swrc:year><swrc:keywords>imported </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="P. 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We follow previous research in using hierarchical clustering based on distributional similarity of the terms in texts. We show that basing the clustering on a comparable corpus in four languages gives a considerable improvement in accuracy compared to using only the monolingual English texts. We also show that hierarchical k-means clustering increases the similarity to the original taxonomy, when compared with a bottom-up agglomerative clustering approach.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="2011-01-18 12:06:01" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="dbenz" swrc:key="username"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.3233/978-1-58603-891-5-288" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="813903a333a40ecf9a59ded552acb323" swrc:key="intrahash"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="hjelm2008multilingual.pdf:hjelm2008multilingual.pdf:PDF" swrc:key="file"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="21a658154fb1a02e773b7a678b15f9f4" swrc:key="interhash"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-58603-891-5" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="public" swrc:key="groups"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Hans Hjelm"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Paul Buitelaar"/></rdf:_2></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Malik Ghallab"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Constantine D. 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