| MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed | Dec 12, 2021 | ArticlesBiomedical Information Retrieval | —Unverified | 0 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 |
| Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings | Dec 8, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Joint Modeling of Visual Objects and Relations for Scene Graph Generation | Dec 1, 2021 | Graph EmbeddingGraph Generation | —Unverified | 0 |
| MDistMult: A Multiple Scoring Functions Model for Link Prediction on Antiviral Drugs Knowledge Graph | Nov 29, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| ReadE: Learning Relation-Dependent Entity Representation for Knowledge Graph Completion | Nov 16, 2021 | Contrastive LearningGraph Embedding | —Unverified | 0 |
| Translating Embeddings in Document for Modeling Multi-relational Graphs | Nov 16, 2021 | Document-level Relation ExtractionGraph Embedding | —Unverified | 0 |
| Sequence-to-Sequence Knowledge Graph Completion and Question Answering | Nov 16, 2021 | DecoderGraph Embedding | —Unverified | 0 |
| STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation | Nov 16, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Efficient Hyper-parameter Search for Knowledge Graph Embedding | Nov 16, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Temporal Knowledge Graph Embedding based on Multivariate Gaussian Process | Nov 16, 2021 | Gaussian ProcessesGraph Embedding | —Unverified | 0 |
| Mixture-of-Graphs: Zero-shot Relational Learning for Knowledge Graph by Fusing Ontology and Textual Experts | Nov 16, 2021 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Poisoning Knowledge Graph Embeddings via Relation Inference Patterns | Nov 11, 2021 | Data PoisoningGraph Embedding | CodeCode Available | 1 |
| Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning | Nov 11, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Parallel Training of Knowledge Graph Embedding Models: A Comparison of Techniques | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Semantic Filter Based on Relations for Knowledge Graph Completion | Nov 1, 2021 | AttributeGraph Embedding | —Unverified | 0 |
| Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| EventKE: Event-Enhanced Knowledge Graph Embedding | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding | Nov 1, 2021 | Data AugmentationGraph Embedding | —Unverified | 0 |
| Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings | Oct 29, 2021 | Graph EmbeddingKnowledge Base Question Answering | —Unverified | 0 |
| Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding | Oct 27, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding | Oct 27, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |