| 5* Knowledge Graph Embeddings with Projective Transformations | Jun 8, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Relational Learning Analysis of Social Politics using Knowledge Graph Embedding | Jun 2, 2020 | ClusteringGraph Embedding | —Unverified | 0 |
| NagE: Non-Abelian Group Embedding for Knowledge Graphs | May 22, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Knowledge Base Completion: Baseline strikes back (Again) | May 2, 2020 | AllKnowledge Base Completion | CodeCode Available | 0 |
| SEEK: Segmented Embedding of Knowledge Graphs | May 2, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings | May 1, 2020 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting | Apr 25, 2020 | Geographic Question AnsweringGraph Embedding | CodeCode Available | 1 |
| LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction | Apr 21, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Drug-Drug Interaction Prediction with Wasserstein Adversarial Autoencoder-based Knowledge Graph Embeddings | Apr 15, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction | Apr 2, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| GREG: A Global Level Relation Extraction with Knowledge Graph Embedding | Feb 10, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Relation Embedding for Personalised POI Recommendation | Feb 9, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Knowledge Graph Embedding for Link Prediction: A Comparative Analysis | Feb 3, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| A Survey on Knowledge Graphs: Representation, Acquisition and Applications | Feb 2, 2020 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 2 |
| The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability | Jan 28, 2020 | BIG-bench Machine LearningFact Checking | CodeCode Available | 2 |
| A Physical Embedding Model for Knowledge Graphs | Jan 21, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Knowledge Graph Embedding via Graph Attenuated Attention Networks | Dec 31, 2019 | Graph EmbeddingKnowledge Base Completion | —Unverified | 0 |
| Probability Calibration for Knowledge Graph Embedding Models | Dec 20, 2019 | Calibration for Link PredictionGraph Embedding | CodeCode Available | 0 |
| Product Knowledge Graph Embedding for E-commerce | Nov 28, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction | Nov 21, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Joint Embedding Learning of Educational Knowledge Graphs | Nov 20, 2019 | General Knowledgegraph construction | —Unverified | 0 |
| Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition | Nov 18, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding | Nov 17, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Decompressing Knowledge Graph Representations for Link Prediction | Nov 11, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding | Nov 9, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Composition-based Multi-Relational Graph Convolutional Networks | Nov 8, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 |
| CoKE: Contextualized Knowledge Graph Embedding | Nov 6, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation | Oct 18, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Efficiently Embedding Dynamic Knowledge Graphs | Oct 15, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding | Oct 9, 2019 | AttributeGraph Attention | —Unverified | 0 |
| Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds | Sep 25, 2019 | Generalization BoundsGraph Embedding | —Unverified | 0 |
| A Group-Theoretic Framework for Knowledge Graph Embedding | Sep 25, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding | Sep 25, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| NoiGAN: NOISE AWARE KNOWLEDGE GRAPH EMBEDDING WITH GAN | Sep 25, 2019 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space | Sep 17, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Group Representation Theory for Knowledge Graph Embedding | Sep 11, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Composing Knowledge Graph Embeddings via Word Embeddings | Sep 9, 2019 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Structured Query Construction via Knowledge Graph Embedding | Sep 6, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs | Sep 4, 2019 | Computational EfficiencyGraph Embedding | —Unverified | 0 |
| Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding | Sep 2, 2019 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks | Aug 28, 2019 | General ClassificationGraph Embedding | CodeCode Available | 0 |
| LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules | Aug 20, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| A Relational Memory-based Embedding Model for Triple Classification and Search Personalization | Jul 13, 2019 | DecoderGeneral Classification | CodeCode Available | 0 |
| Knowledge Graph Embedding for Ecotoxicological Effect Prediction | Jul 2, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Zero-shot Word Sense Disambiguation using Sense Definition Embeddings | Jul 1, 2019 | Generalized Zero-Shot LearningGraph Embedding | CodeCode Available | 0 |
| Probabilistic Logic Neural Networks for Reasoning | Jun 20, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Multi-view Knowledge Graph Embedding for Entity Alignment | Jun 6, 2019 | Entity AlignmentGraph Embedding | CodeCode Available | 0 |
| Pykg2vec: A Python Library for Knowledge Graph Embedding | Jun 4, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Collaborative Translational Metric Learning | Jun 4, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |