HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion

Zeqiu Wu
Zeqiu Wu
Dongming Lei
Dongming Lei
Michelle T. Vanni
Michelle T. Vanni

KDD, pp. 2180-2189, 2018.

Cited by: 15|Bibtex|Views31|Links
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Abstract:

Taxonomies are of great value to many knowledge-rich applications. As the manual taxonomy curation costs enormous human effects, automatic taxonomy construction is in great demand. However, most existing automatic taxonomy construction methods can only build hypernymy taxonomies wherein each edge is limited to expressing the is-a relation...More

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