Knowledge Graph Completion Papers

• Iterative Entity Alignment via Joint Knowledge Embeddings
• Image-embodied Knowledge Representation Learning
• ProjE: Embedding Projection for Knowledge Graph Completion
• Knowledge Graph Completion via Complex Tensor Factorization
• A survey of embedding models of entities and relationships for knowledge graph completion
• Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence
• Open-World Knowledge Graph Completion
• Expeditious Generation of Knowledge Graph Embeddings
• A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization
• One-Shot Relational Learning for Knowledge Graphs
• Learning Sequence Encoders for Temporal Knowledge Graph Completion
• DSKG: A Deep Sequential Model for Knowledge Graph Completion
• Knowledge Representation Learning: A Quantitative Review
• TuckER: Tensor Factorization for Knowledge Graph Completion
• Binarized Knowledge Graph Embeddings
• Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
• Quaternion Knowledge Graph Embeddings
• Knowledge Hypergraphs: Prediction Beyond Binary Relations
• Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
• An Open-World Extension to Knowledge Graph Completion Models
• Diachronic Embedding for Temporal Knowledge Graph Completion
• KG-BERT: BERT for Knowledge Graph Completion
• Relation Adversarial Network for Low Resource Knowledge Graph Completion
• A Re-evaluation of Knowledge Graph Completion Methods
• Inductive Relation Prediction by Subgraph Reasoning
• Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
• Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs
• A Survey on Knowledge Graphs: Representation, Acquisition and Applications
• Entity Context and Relational Paths for Knowledge Graph Completion
• Towards Learning Instantiated Logical Rules from Knowledge Graphs
• Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study
• Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning
• Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion
• Connecting Embeddings for Knowledge Graph Entity Typing
• DensE: An Enhanced Non-Abelian Group Representation for Knowledge Graph Embedding
• Quaternion Knowledge Graph Embeddings