| Adversarial Contrastive Estimation | May 9, 2018 | Contrastive LearningKnowledge Graph Embeddings | —Unverified | 0 |
| Expeditious Generation of Knowledge Graph Embeddings | Mar 21, 2018 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| Incorporating Literals into Knowledge Graph Embeddings | Feb 3, 2018 | Entity EmbeddingsKnowledge Graph Embeddings | CodeCode Available | 0 |
| Inducing Interpretability in Knowledge Graph Embeddings | Dec 10, 2017 | Knowledge Graph Embeddings | —Unverified | 0 |
| KBGAN: Adversarial Learning for Knowledge Graph Embeddings | Nov 11, 2017 | Graph EmbeddingKnowledge Base Completion | CodeCode Available | 0 |
| RDF2Vec: RDF Graph Embeddings and Their Applications | Nov 10, 2017 | Entity EmbeddingsGeneral Knowledge | CodeCode Available | 1 |
| Fast Linear Model for Knowledge Graph Embeddings | Oct 30, 2017 | General ClassificationKnowledge Base Completion | CodeCode Available | 0 |
| Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs | Sep 7, 2017 | Graph EmbeddingImage Retrieval | CodeCode Available | 0 |
| Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short | Sep 1, 2017 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs | Aug 22, 2017 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning | Jul 20, 2017 | DiversityGraph Embedding | CodeCode Available | 0 |
| Complex and Holographic Embeddings of Knowledge Graphs: A Comparison | Jul 5, 2017 | ArticlesEntity Resolution | —Unverified | 0 |
| Convolutional 2D Knowledge Graph Embeddings | Jul 5, 2017 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| Learning Knowledge Graph Embeddings with Type Regularizer | Jun 28, 2017 | Knowledge Graph EmbeddingsVocal Bursts Type Prediction | —Unverified | 0 |
| Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings | Apr 24, 2017 | Knowledge Graph Embeddings | CodeCode Available | 1 |
| Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models | Apr 1, 2017 | Active LearningKnowledge Graph Embeddings | —Unverified | 0 |
| Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment | Nov 12, 2016 | Entity AlignmentKnowledge Graph Embeddings | CodeCode Available | 0 |
| Entity Hierarchy Embedding | Jul 1, 2015 | Entity LinkingInformation Retrieval | —Unverified | 0 |
| Learning Entity and Relation Embeddings for Knowledge Graph Completion | Jan 25, 2015 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 0 |
