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2020 – today
- 2024
[b1]Nicolas Hubert:
From semantic-aware to semantic-enhanced knowledge graph embedding models for link prediction. (Mesure et enrichissement sémantiques des modèles à base d'embeddings pour la prédiction de liens dans les graphes de connaissances). University of Lorraine, Nancy, France, 2024- [c7]Nicolas Hubert
, Pierre Monnin, Mathieu d'Aquin, Davy Monticolo, Armelle Brun:
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips. ESWC (2) 2024: 3-20 - [c6]Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo:
Do Similar Entities Have Similar Embeddings? ESWC (1) 2024: 3-21 - [c5]Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo:
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction. ESWC (1) 2024: 22-40 - 2023
- [j1]Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo:
Sem@K: Is my knowledge graph embedding model semantic-aware? Semantic Web 14(6): 1273-1309 (2023) - [c4]Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo:
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. K-CAP 2023: 188-196 - [i6]Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo:
Sem@K: Is my knowledge graph embedding model semantic-aware? CoRR abs/2301.05601 (2023) - [i5]Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo:
Enhancing Knowledge Graph Embedding Models with Semantic-driven Loss Functions. CoRR abs/2303.00286 (2023) - [i4]Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo:
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. CoRR abs/2306.03659 (2023) - [i3]Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Armelle Brun, Davy Monticolo:
PyGraft: Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips. CoRR abs/2309.03685 (2023) - [i2]Nicolas Hubert, Pierre Monnin, Heiko Paulheim:
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs. CoRR abs/2312.04997 (2023) - [i1]Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo:
Do Similar Entities have Similar Embeddings? CoRR abs/2312.10370 (2023) - 2022
- [c3]Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo:
New Strategies for Learning Knowledge Graph Embeddings: The Recommendation Case. EKAW 2022: 66-80 - [c2]Nicolas Hubert, Armelle Brun, Davy Monticolo:
New Ontology and Knowledge Graph for University Curriculum Recommendation. ISWC (Posters/Demos/Industry) 2022 - [c1]Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo:
Knowledge Graph Embeddings for Link Prediction: Beware of Semantics! DL4KG@ISWC 2022
Coauthor Index
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