| Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy Tasks | May 31, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| How to Turn Your Knowledge Graph Embeddings into Generative Models | May 25, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding | May 17, 2023 | Contrastive LearningGraph Embedding | CodeCode Available | 0 |
| FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks | May 16, 2023 | Graph LearningKnowledge Graph Embeddings | CodeCode Available | 1 |
| Growing and Serving Large Open-domain Knowledge Graphs | May 16, 2023 | Entity LinkingFact Verification | —Unverified | 0 |
| Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database | Apr 30, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Knowledge Graphs: Opportunities and Challenges | Mar 24, 2023 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| Enhancing Embedding Representations of Biomedical Data using Logic Knowledge | Mar 23, 2023 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| Cardinality Estimation over Knowledge Graphs with Embeddings and Graph Neural Networks | Mar 2, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Effects of Locality and Rule Language on Explanations for Knowledge Graph Embeddings | Feb 14, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models | Feb 13, 2023 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Editing Language Model-based Knowledge Graph Embeddings | Jan 25, 2023 | EDIT Taskknowledge editing | CodeCode Available | 2 |
| Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules | Jan 7, 2023 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path Rule | Jan 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation | Dec 28, 2022 | Graph EmbeddingInformation Retrieval | —Unverified | 0 |
| Biomedical Multi-hop Question Answering Using Knowledge Graph Embeddings and Language Models | Nov 10, 2022 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language | Nov 9, 2022 | Contrastive LearningGraph Embedding | —Unverified | 0 |
| Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform | Nov 7, 2022 | Knowledge Graph Embeddings | CodeCode Available | 1 |
| KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles | Nov 6, 2022 | Few-Shot Image Classificationimage-classification | CodeCode Available | 0 |
| Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note | Nov 3, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| GLINKX: A Scalable Unified Framework For Homophilous and Heterophilous Graphs | Nov 1, 2022 | Graph LearningKnowledge Graph Embeddings | —Unverified | 0 |
| Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings | Oct 1, 2022 | Graph Representation LearningKnowledge Graph Completion | CodeCode Available | 2 |
| A Survey on Knowledge Graph-based Methods for Automated Driving | Sep 30, 2022 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Adversarial Robustness of Representation Learning for Knowledge Graphs | Sep 30, 2022 | Adversarial RobustnessData Poisoning | CodeCode Available | 1 |