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(KDD 2018) TaxoGen
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering [PDF] [Code] -
(KDD 2018) HiExpan
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion [PDF] [Code] -
(ACL 2018) TaxoRL
End-to-End Reinforcement Learning for Automatic Taxonomy Induction [PDF] [Code] -
(CIKM 2019) HyperMine
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity [PDF] [Code] -
(WWW 2020) TaxoExpan
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network [PDF] [Code] -
(KDD 2020) CoRel
CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring [PDF] [Code]