| 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 | —Unverified | 0 |
| Collaborative Translational Metric Learning | Jun 4, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
