Picture for Axel-Cyrille Ngonga Ngomo

Axel-Cyrille Ngonga Ngomo

Data Science Group, Paderborn University, Germany

Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks

Add code
Jul 09, 2024
Viaarxiv icon

MST5 -- Multilingual Question Answering over Knowledge Graphs

Add code
Jul 08, 2024
Viaarxiv icon

Adaptive Stochastic Weight Averaging

Add code
Jun 27, 2024
Viaarxiv icon

Improving rule mining via embedding-based link prediction

Add code
Jun 14, 2024
Viaarxiv icon

Universal Knowledge Graph Embeddings

Add code
Oct 23, 2023
Figure 1 for Universal Knowledge Graph Embeddings
Figure 2 for Universal Knowledge Graph Embeddings
Figure 3 for Universal Knowledge Graph Embeddings
Viaarxiv icon

RED$^{\rm FM}$: a Filtered and Multilingual Relation Extraction Dataset

Add code
Jun 19, 2023
Figure 1 for RED$^{\rm FM}$: a Filtered and Multilingual Relation Extraction Dataset
Figure 2 for RED$^{\rm FM}$: a Filtered and Multilingual Relation Extraction Dataset
Figure 3 for RED$^{\rm FM}$: a Filtered and Multilingual Relation Extraction Dataset
Figure 4 for RED$^{\rm FM}$: a Filtered and Multilingual Relation Extraction Dataset
Viaarxiv icon

LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals

Add code
Apr 28, 2023
Figure 1 for LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals
Figure 2 for LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals
Figure 3 for LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals
Figure 4 for LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals
Viaarxiv icon

Learning Permutation-Invariant Embeddings for Description Logic Concepts

Add code
Mar 03, 2023
Figure 1 for Learning Permutation-Invariant Embeddings for Description Logic Concepts
Figure 2 for Learning Permutation-Invariant Embeddings for Description Logic Concepts
Figure 3 for Learning Permutation-Invariant Embeddings for Description Logic Concepts
Figure 4 for Learning Permutation-Invariant Embeddings for Description Logic Concepts
Viaarxiv icon

Counterfactual Explanations for Concepts in $\mathcal{ELH}$

Add code
Jan 12, 2023
Figure 1 for Counterfactual Explanations for Concepts in $\mathcal{ELH}$
Figure 2 for Counterfactual Explanations for Concepts in $\mathcal{ELH}$
Figure 3 for Counterfactual Explanations for Concepts in $\mathcal{ELH}$
Figure 4 for Counterfactual Explanations for Concepts in $\mathcal{ELH}$
Viaarxiv icon

Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings

Add code
Jul 18, 2022
Figure 1 for Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings
Viaarxiv icon