TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
KDD, pp. 2701-2709, 2018.
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
PPT (Upload PPT)