Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short.
Jay PujaraEriq AugustineLise GetoorPublished in: EMNLP (2017)
Keyphrases
- random noise
- domain knowledge
- graph theory
- random walk
- graph model
- missing data
- knowledge base
- knowledge acquisition
- structured data
- vector space
- graph matching
- prior knowledge
- graph structure
- high dimensional
- graph representation
- expert systems
- knowledge management
- knowledge based systems
- knowledge discovery
- learning systems
- knowledge representation