Structured learning for taxonomy induction with belief propagation

Keyphrases

• Belief Propagation 100%
• Directed Spanning Tree 33%
• Efficient Inference 33%
• Error Reduction 100%
• Feature-based 33%
• Hypernym 66%
• Hypernymy 66%
• Learning Approaches 33%
• Loopy Belief Propagation 33%
• Model Formulation 33%
• N-gram 33%
• Probabilistic Graphical Models 33%
• Relative Error 33%
• Semantic Features 33%
• Sibling Relationships 33%
• Spanning Tree Algorithm 33%
• Stochastic Optimization 33%
• Structured Learning 100%
• Subgradient 33%
• Substructure 33%
• Taxonomy Induction 100%
• Wikipedia 33%
• WordNet 66%

Mathematics

• Model Formulation 100%
• Probabilistic Graphical Model 100%
• Relative Error 100%
• Spanning Tree 100%
• Stochastics 100%
• Subgradient 100%

Computer Science

• Belief Propagation 100%
• Learning Approach 50%
• Probabilistic Graphical Model 50%
• Relative Error 50%
• Semantic Feature 50%
• Spanning Tree Algorithm 50%
• Stochastic Optimization 50%