TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering

KDD, pp. 2701-2709, 2018.

Cited by: 20|Bibtex|Views39|Links
EI

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

Code:

Data:

Your rating :
0

 

Tags
Comments