TaxoGen: Constructing Topical Concept Taxonomy by Adaptive Term Embedding and Clustering

knowledge discovery and data mining, 2018.

Cited by: 14|Bibtex|Views35|

Abstract:

Taxonomy construction is not only a fundamental task for semantic analysis of text corpora, but also an important step for applications such as information filtering, recommendation, and Web search. Existing pattern-based methods extract hypernym-hyponym term pairs and then organize these pairs into a taxonomy. However, by considering eac...More

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