Unsupervised Tree Extraction in Embedding Spaces for Taxonomy Induction.
François TorregrossaRobin AllesiardoVincent ClaveauGuillaume GravierPublished in: WI/IAT (2021)
Keyphrases
- supervised learning
- hierarchically organized
- tree structure
- hierarchical structure
- nearest neighbor searching
- unsupervised learning
- semi supervised
- induction algorithms
- automatic extraction
- binary tree
- tree models
- inductive logic programming
- inductive learning
- rule induction
- machine learning
- embedding space
- spanning tree
- information extraction
- grammar induction
- multivariate decision trees
- tree construction
- tree structures
- b tree
- r tree
- index structure
- data structure
- bayesian networks