| Embedding Knowledge Graphs Attentive to Positional and Centrality Qualities | Jun 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Out-of-Vocabulary Entities in Link Prediction | May 26, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion | May 19, 2021 | Graph EmbeddingKnowledge Base Completion | CodeCode Available | 0 |
| Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes | May 18, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery | May 17, 2021 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 |
| OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding | May 17, 2021 | Entity AlignmentGraph Embedding | CodeCode Available | 1 |
| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph | Apr 30, 2021 | Click-Through Rate PredictionConversational Recommendation | —Unverified | 0 |
| An Adversarial Transfer Network for Knowledge Representation Learning | Apr 30, 2021 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction | Apr 27, 2021 | Graph EmbeddingGraph Question Answering | —Unverified | 0 |
| Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding | Apr 22, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 |
| Efficient Non-Sampling Knowledge Graph Embedding | Apr 21, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Membership Inference Attacks on Knowledge Graphs | Apr 16, 2021 | Graph EmbeddingInference Attack | —Unverified | 0 |
| Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings | Apr 11, 2021 | Ensemble LearningGraph Embedding | CodeCode Available | 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 |
| Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning | Apr 9, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| 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 |
| ChronoR: Rotation Based Temporal Knowledge Graph Embedding | Mar 18, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding | Feb 22, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Learning Visual Models using a Knowledge Graph as a Trainer | Feb 17, 2021 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention | Feb 14, 2021 | Graph AttentionGraph Embedding | —Unverified | 0 |
| [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 |
