| Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs | Oct 26, 2021 | Knowledge Graph EmbeddingKnowledge Graphs | CodeCode Available | 1 |
| Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding | Oct 7, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 |
| Is There More Pattern in Knowledge Graph? Exploring Proximity Pattern for Knowledge Graph Embedding | Oct 2, 2021 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Explaining Knowledge Graph Embedding via Latent Rule Learning | Sep 29, 2021 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| Why does Negative Sampling not Work Well? Analysis of Convexity in Negative Sampling | Sep 29, 2021 | Computational EfficiencyGraph Embedding | —Unverified | 0 |
| How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View | Sep 24, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Learning through structure: towards deep neuromorphic knowledge graph embeddings | Sep 21, 2021 | Graph EmbeddingGraph Learning | CodeCode Available | 1 |
| Temporal Knowledge Graph Completion using Box Embeddings | Sep 18, 2021 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding | Aug 30, 2021 | BIG-bench Machine LearningGraph Embedding | —Unverified | 0 |
