| 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 |
| 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 |
| 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 |
| Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings | Jan 3, 2022 | Contrastive LearningGraph Embedding | —Unverified | 0 |
| Contrastive Object Detection Using Knowledge Graph Embeddings | Dec 21, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey | Dec 18, 2021 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules | Dec 16, 2021 | Entity EmbeddingsGraph Attention | —Unverified | 0 |
| Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection | Dec 13, 2021 | Common Sense ReasoningKnowledge Graph Embeddings | —Unverified | 0 |
| Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings | Dec 8, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks | Nov 17, 2021 | Knowledge Graph EmbeddingsLink Prediction | CodeCode Available | 0 |
| QubitE: Qubit Embedding for Knowledge Graph Completion | Nov 16, 2021 | Complex Query AnsweringKnowledge Graph Completion | CodeCode Available | 0 |
| Low Resource Quadratic Forms for Knowledge Graph Embeddings | Nov 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 |
| Knowledge Graph Representation Learning using Ordinary Differential Equations | Nov 1, 2021 | Graph Representation LearningKnowledge Graph Embeddings | —Unverified | 0 |
| RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification | Nov 1, 2021 | Entity EmbeddingsKnowledge Graph Embeddings | —Unverified | 0 |
| Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings | Oct 29, 2021 | Graph EmbeddingKnowledge Base Question Answering | —Unverified | 0 |
| Drug Re-positioning via Text Augmented Knowledge Graph Embeddings | Oct 20, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| What is Learned in Knowledge Graph Embeddings? | Oct 19, 2021 | Knowledge Graph Embeddings | —Unverified | 0 |
| Time-aware Relational Graph Attention Network for Temporal Knowledge Graph Embeddings | Sep 29, 2021 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Explaining Knowledge Graph Embedding via Latent Rule Learning | Sep 29, 2021 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| CareGraph: A Graph-based Recommender System for Diabetes Self-Care | Sep 29, 2021 | Click-Through Rate PredictionKnowledge Graph Embeddings | —Unverified | 0 |
| Towards Automatic Bias Detection in Knowledge Graphs | Sep 19, 2021 | Bias DetectionFairness | CodeCode Available | 0 |
| Geometric Models for (Temporally) Attributed Description Logics | Aug 27, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Exploiting Network Structures to Improve Semantic Representation for the Financial Domain | Jul 13, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Joint Training Framework for Open-World Knowledge Graph Embeddings | Jun 22, 2021 | Dialogue GenerationEntity Embeddings | —Unverified | 0 |
| Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures | Jun 8, 2021 | Knowledge Graph EmbeddingsLink Prediction | —Unverified | 0 |
| A Knowledge Graph-Enhanced Tensor Factorisation Model for Discovering Drug Targets | May 20, 2021 | BIG-bench Machine LearningDrug Discovery | —Unverified | 0 |
| Towards Robust One-shot Task Execution using Knowledge Graph Embeddings | May 10, 2021 | Knowledge Graph Embeddings | —Unverified | 0 |
| Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion | Apr 19, 2021 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings | Apr 11, 2021 | Ensemble LearningGraph Embedding | CodeCode Available | 0 |
| Edge: Enriching Knowledge Graph Embeddings with External Text | Apr 11, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding | Apr 9, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding | Apr 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings | Mar 27, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Incorporating Connections Beyond Knowledge Embeddings: A Plug-and-Play Module to Enhance Commonsense Reasoning in Machine Reading Comprehension | Mar 26, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| RelWalk A Latent Variable Model Approach to Knowledge Graph Embedding | Jan 25, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings | Dec 31, 2020 | Common Sense ReasoningKnowledge Graph Embeddings | —Unverified | 0 |
| Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution | Dec 1, 2020 | Bridging Anaphora ResolutionKnowledge Graph Embeddings | —Unverified | 0 |
| Utilising Knowledge Graph Embeddings for Data-to-Text Generation | Dec 1, 2020 | Data-to-Text GenerationKnowledge Graph Embeddings | —Unverified | 0 |
| Learning to Interact: An Adaptive Interaction Framework for Knowledge Graph Embeddings | Dec 1, 2020 | Knowledge Graph EmbeddingsLink Prediction | —Unverified | 0 |
| Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? | Nov 1, 2020 | Fact CheckingGraph Embedding | —Unverified | 0 |
| Debiasing knowledge graph embeddings | Nov 1, 2020 | Knowledge Graph Embeddings | —Unverified | 0 |
| A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings | Nov 1, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification | Oct 30, 2020 | ClassificationDescriptive | —Unverified | 0 |