| Ontology Embedding: A Survey of Methods, Applications and Resources | Jun 16, 2024 | Logical ReasoningOntology Embedding | CodeCode Available | 2 | 5 |
| Disentangled Ontology Embedding for Zero-shot Learning | Jun 8, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| OntoED: Low-resource Event Detection with Ontology Embedding | May 23, 2021 | Event DetectionOntology Embedding | CodeCode Available | 1 | 5 |
| Ontology-guided Semantic Composition for Zero-Shot Learning | Jun 30, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| OntoProtein: Protein Pretraining With Gene Ontology Embedding | Jan 23, 2022 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| OWL2Vec*: Embedding of OWL Ontologies | Sep 30, 2020 | Knowledge GraphsLanguage Modelling | CodeCode Available | 1 | 5 |
| From axioms over graphs to vectors, and back again: evaluating the properties of graph-based ontology embeddings | Mar 29, 2023 | Graph EmbeddingOntology Embedding | CodeCode Available | 0 | 5 |
| Dual Box Embeddings for the Description Logic EL++ | Jan 26, 2023 | Knowledge GraphsLink Prediction | CodeCode Available | 0 | 5 |
| MIPO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning | Jul 20, 2021 | Graph EmbeddingOntology Embedding | CodeCode Available | 0 | 5 |
| OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment | Aug 12, 2024 | Knowledge Graph EmbeddingsOntology Embedding | CodeCode Available | 0 | 5 |
| Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring | Mar 13, 2024 | Knowledge Graph EmbeddingManagement | CodeCode Available | 0 | 5 |
| Lattice-preserving ALC ontology embeddings with saturation | May 11, 2023 | DescriptiveKnowledge Base Completion | CodeCode Available | 0 | 5 |
| DELE: Deductive EL^++ Embeddings for Knowledge Base Completion | Nov 3, 2024 | Knowledge Base CompletionOntology Embedding | CodeCode Available | 0 | 5 |
| Embedding Ontologies via Incorporating Extensional and Intensional Knowledge | Jan 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Enhancing Geometric Ontology Embeddings for EL^++ with Negative Sampling and Deductive Closure Filtering | May 8, 2024 | Ontology Embedding | CodeCode Available | 0 | 5 |
| TransBox: EL++-closed Ontology Embedding | Oct 18, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 | 0 |
| From Knowledge Graph Embedding to Ontology Embedding? An Analysis of the Compatibility between Vector Space Representations and Rules | May 26, 2018 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 | 0 |
| A Self-matching Training Method with Annotation Embedding Models for Ontology Subsumption Prediction | Feb 26, 2024 | Ontology Embedding | —Unverified | 0 | 0 |
