| Introducing RezoJDM16k: a French KnowledgeGraph DataSet for Link Prediction | Jun 1, 2022 | 16kBenchmarking | —Unverified | 0 |
| Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network Classifier | May 27, 2022 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation | May 23, 2022 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| Relational representation learning with spike trains | May 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Wasserstein Adversarial Learning based Temporal Knowledge Graph Embedding | May 4, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions | May 4, 2022 | Decision MakingGraph Embedding | CodeCode Available | 0 |
| On Masked Language Models for Contextual Link Prediction | May 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy | May 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction | Apr 27, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Apr 27, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 0 |
| SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space | Apr 21, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation | Apr 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Walk this Way! Entity Walks and Property Walks for RDF2vec | Apr 5, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Augmenting Knowledge Graphs for Better Link Prediction | Mar 26, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Improving Question Answering over Knowledge Graphs Using Graph Summarization | Mar 25, 2022 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations | Mar 17, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models | Mar 17, 2022 | Anomaly DetectionGraph Embedding | —Unverified | 0 |
| LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings | Mar 9, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| ModulE: Module Embedding for Knowledge Graphs | Mar 9, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| MixKG: Mixing for harder negative samples in knowledge graph | Feb 19, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation | Feb 15, 2022 | Graph EmbeddingKnowledge Graph Embedding | —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 |
| Potential destination discovery for low predictability individuals based on knowledge graph | Jan 30, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Survey on Visual Transfer Learning using Knowledge Graphs | Jan 27, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Faithiful Embeddings for EL++ Knowledge Bases | Jan 24, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Jan 16, 2022 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| Multi-task Pre-training Language Model for Semantic Network Completion | Jan 13, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Scaling Knowledge Graph Embedding Models | Jan 8, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Stay Positive: Knowledge Graph Embedding Without Negative Sampling | Jan 7, 2022 | Binary ClassificationGraph Embedding | CodeCode Available | 0 |
| Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings | Jan 3, 2022 | Contrastive LearningGraph Embedding | —Unverified | 0 |
| Two-view Graph Neural Networks for Knowledge Graph Completion | Dec 16, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 |
| Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules | Dec 16, 2021 | Entity EmbeddingsGraph Attention | —Unverified | 0 |
| 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 |
| 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 |
| Translating Embeddings in Document for Modeling Multi-relational Graphs | Nov 16, 2021 | Document-level Relation ExtractionGraph Embedding | —Unverified | 0 |
| STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation | Nov 16, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Sequence-to-Sequence Knowledge Graph Completion and Question Answering | Nov 16, 2021 | DecoderGraph Embedding | —Unverified | 0 |
| Temporal Knowledge Graph Embedding based on Multivariate Gaussian Process | Nov 16, 2021 | Gaussian ProcessesGraph Embedding | —Unverified | 0 |
| Efficient Hyper-parameter Search for Knowledge Graph Embedding | Nov 16, 2021 | Graph EmbeddingKnowledge Graph 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 |
| ReadE: Learning Relation-Dependent Entity Representation for Knowledge Graph Completion | Nov 16, 2021 | Contrastive LearningGraph Embedding | —Unverified | 0 |
| Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning | Nov 11, 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 |
| Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding | Nov 1, 2021 | Data AugmentationGraph Embedding | —Unverified | 0 |
| 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 |
| Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |