| Learning to Interact: An Adaptive Interaction Framework for Knowledge Graph Embeddings | Dec 1, 2020 | Knowledge Graph EmbeddingsLink Prediction | —Unverified | 0 |
| PairRE: Knowledge Graph Embeddings via Paired Relation Vectors | Nov 7, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? | Nov 1, 2020 | Fact CheckingGraph Embedding | —Unverified | 0 |
| A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings | Nov 1, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Debiasing knowledge graph embeddings | Nov 1, 2020 | Knowledge Graph Embeddings | —Unverified | 0 |
| Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification | Oct 30, 2020 | ClassificationDescriptive | —Unverified | 0 |
| DisenE: Disentangling Knowledge Graph Embeddings | Oct 28, 2020 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| FedE: Embedding Knowledge Graphs in Federated Setting | Oct 24, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings | Oct 14, 2020 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| Motif Learning in Knowledge Graphs Using Trajectories Of Differential Equations | Oct 13, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling | Oct 12, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Inductive Entity Representations from Text via Link Prediction | Oct 7, 2020 | Inductive knowledge graph completionInductive Link Prediction | CodeCode Available | 1 |
| Knowledge Association with Hyperbolic Knowledge Graph Embeddings | Oct 5, 2020 | Entity AlignmentGraph Neural Network | CodeCode Available | 1 |
| Knowledge Graph Embeddings in Geometric Algebras | Oct 2, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Multi-Relational Embedding for Knowledge Graph Representation and Analysis | Sep 28, 2020 | Computational EfficiencyGraph Embedding | CodeCode Available | 1 |
| QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings | Sep 26, 2020 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 1 |
| RDF2Vec Light -- A Lightweight Approach for Knowledge Graph Embeddings | Sep 16, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning | Sep 13, 2020 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| Learning semantic Image attributes using Image recognition and knowledge graph embeddings | Sep 12, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings | Sep 1, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| HittER: Hierarchical Transformers for Knowledge Graph Embeddings | Aug 28, 2020 | Knowledge Graph EmbeddingsLink Prediction | CodeCode Available | 1 |
| Two Stages Approach for Tweet Engagement Prediction | Aug 24, 2020 | Knowledge Graph EmbeddingsPrediction | —Unverified | 0 |
| Convolutional Complex Knowledge Graph Embeddings | Aug 7, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings | Jul 28, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
