Knowledge Graph Embeddings for Link Prediction: Beware of Semantics! N Hubert, P Monnin, A Brun, D Monticolo DL4KG@ ISWC 2022: Workshop on Deep Learning for Knowledge Graphs, held as …, 2022 | 10 | 2022 |
New ontology and knowledge graph for university curriculum recommendation N Hubert, A Brun, D Monticolo ISWC 2022 - The 21st International Semantic Web Conference, 2022 | 8 | 2022 |
New Strategies for Learning Knowledge Graph Embeddings: the Recommendation Case N Hubert, P Monnin, A Brun, D Monticolo EKAW 2022 - 23rd International Conference on Knowledge Engineering and …, 2022 | 8 | 2022 |
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction N Hubert, P Monnin, A Brun, D Monticolo The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos …, 2024 | 7* | 2024 |
Sem@ : Is my knowledge graph embedding model semantic-aware? N Hubert, P Monnin, A Brun, D Monticolo Semantic Web, 2023 | 7 | 2023 |
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE N Hubert, H Paulheim, P Monnin, A Brun, D Monticolo 12th International Conference on Knowledge Capture, KCAP 2023, Pensacola …, 2023 | 3 | 2023 |
Vers un système de recommandation explicable pour l'orientation scolaire N Hubert, A Brun, D Monticolo Workshop EXPLAIN'AI-EGC Blois 2022, 2022 | 3 | 2022 |
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips N Hubert, P Monnin, M d'Aquin, A Brun, D Monticolo The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos …, 2024 | 2 | 2024 |
Do Similar Entities have Similar Embeddings? N Hubert, H Paulheim, A Brun, D Monticolo The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos …, 2024 | 1 | 2024 |
PyGraft: un outil Python pour la génération de schémas et graphes de connaissance synthétiques N Hubert, P Monnin, M D’aquin, D Monticolo, A Brun IC2024: 35èmes journées francophones d’Ingénierie des Connaissances, 2024 | | 2024 |
Enrichissement de fonctions de perte avec contraintes de domaine et co-domaine pour la prédiction de liens dans les graphes de connaissance N Hubert, P Monnin, A Brun, D Monticolo 27e Conférence Nationale en Intelligence Artificielle, 2024 | | 2024 |
From semantic-aware to semantic-enhanced knowledge graph embedding models for link prediction N Hubert Université de Lorraine, 2024 | | 2024 |
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs N Hubert, P Monnin, H Paulheim arXiv preprint arXiv:2312.04997, 2023 | | 2023 |