Nicolas Hubert

17 papers B 2Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Mesure et enrichissement sémantiques des modèles à base d'embeddings pour la prédiction de lie.
EGC
Nicolas Hubert
2024 — conf
Do Similar Entities Have Similar Embeddings?
ESWC (1)
Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo
2024 — —
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).
Nicolas Hubert
2024 — conf
PyGraft : un outil Python pour la génération de schémas et graphes de connaissance synthétiques.
IC
Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Davy Monticolo, Armelle Brun
2024 — conf
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips.
ESWC (2)
Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Davy Monticolo, Armelle Brun
2024 — conf
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction.
ESWC (1)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
2023 J jnl
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs.
CoRR
Nicolas Hubert, Pierre Monnin, Heiko Paulheim
2023 J jnl
Do Similar Entities have Similar Embeddings?
CoRR
Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo
2023 J jnl
Enhancing Knowledge Graph Embedding Models with Semantic-driven Loss Functions.
CoRR
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
2023 J jnl
PyGraft: Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips.
CoRR
Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Armelle Brun, Davy Monticolo
2023 B conf
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE.
K-CAP
Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
2023 J jnl
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE.
CoRR
Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
2023 J jnl
Sem@
Semantic Web
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
2023 J jnl
Sem@K: Is my knowledge graph embedding model semantic-aware?
CoRR
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
2022 — conf
Knowledge Graph Embeddings for Link Prediction: Beware of Semantics!
DL4KG@ISWC
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
2022 — conf
New Ontology and Knowledge Graph for University Curriculum Recommendation.
ISWC (Posters/Demos/Industry)
Nicolas Hubert, Armelle Brun, Davy Monticolo
2022 B conf
New Strategies for Learning Knowledge Graph Embeddings: The Recommendation Case.
EKAW
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo