| TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors | Sep 17, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Jointly Learning Propagating Features on the Knowledge Graph for Movie Recommendation | Aug 22, 2022 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision | Aug 22, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion | Aug 16, 2022 | Contrastive LearningKnowledge Graph Completion | CodeCode Available | 1 |
| μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications | Jul 23, 2022 | Entity AlignmentEntity Typing | CodeCode Available | 1 |
| Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings | Jul 18, 2022 | Continual LearningGraph Embedding | CodeCode Available | 1 |
| The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings | Jul 13, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings | Jul 11, 2022 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| Geometry Interaction Knowledge Graph Embeddings | Jun 24, 2022 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 1 |
| On the Effectiveness of Knowledge Graph Embeddings: a Rule Mining Approach | Jun 2, 2022 | Knowledge Graph Embeddings | —Unverified | 0 |
| Ultrahyperbolic Knowledge Graph Embeddings | Jun 1, 2022 | Knowledge Graph Embeddings | —Unverified | 0 |
| A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges | May 18, 2022 | Information RetrievalKnowledge Graph Completion | —Unverified | 0 |
| CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction | May 16, 2022 | Information RetrievalKnowledge Graph Embeddings | CodeCode Available | 1 |
| Kronecker Decomposition for Knowledge Graph Embeddings | May 13, 2022 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions | Apr 28, 2022 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Ontology Matching Through Absolute Orientation of Embedding Spaces | Apr 8, 2022 | Knowledge Graph EmbeddingsOntology Matching | CodeCode Available | 0 |
| Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings | Mar 24, 2022 | Entity EmbeddingsKnowledge Graph Embeddings | —Unverified | 0 |
| LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings | Mar 9, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Dual Embodied-Symbolic Concept Representations for Deep Learning | Mar 1, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Contextual Semantic Embeddings for Ontology Subsumption Prediction | Feb 20, 2022 | Knowledge Graph EmbeddingsLanguage Modeling | CodeCode Available | 2 |
| Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion | Feb 18, 2022 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities | Feb 10, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning | Feb 7, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using Literals | Jan 24, 2022 | ArticlesBlocking | CodeCode Available | 1 |
| Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings | Jan 14, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
