| 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 |
| Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery | May 17, 2021 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 |
| Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies | May 11, 2021 | Knowledge Graph EmbeddingsSemantic Similarity | CodeCode Available | 1 |
| 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 |
| Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis | Apr 10, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| 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 |
| NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access | Apr 1, 2021 | BIG-bench Machine LearningKnowledge Graph Embeddings | CodeCode Available | 1 |
| 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 |
| Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records | Mar 22, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| [Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jan 31, 2021 | Answer SelectionGraph Embedding | CodeCode Available | 1 |
| RelWalk A Latent Variable Model Approach to Knowledge Graph Embedding | Jan 25, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Continual Learning of Knowledge Graph Embeddings | Jan 14, 2021 | Continual LearningGraph Embedding | CodeCode Available | 1 |
| Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings | Dec 31, 2020 | Common Sense ReasoningKnowledge Graph Embeddings | —Unverified | 0 |
| Utilising Knowledge Graph Embeddings for Data-to-Text Generation | Dec 1, 2020 | Data-to-Text GenerationKnowledge 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 |
