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Automatic construction of a hypernym-labeled noun hierarchy from text

Published 1 January 1999Open access
Sharon A. Caraballo
Citations373
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TL;DR

This work goes a step further by automatically creating not just clusters of related words, but a hierarchy of nouns and their hypernyms, akin to the hand-built hierarchy in WordNet.

Abstract

Previous work has shown that automatic methods can be used in building semantic lexicons. This work goes a step further by automatically creating not just clusters of related words, but a hierarchy of nouns and their hypernyms, akin to the hand-built hierarchy in WordNet.

Keywords

Computer Science