publications

Association Rules Collaborative Annotation Data Mining on Graphs Dataset Retrieval Explainable Artificial Intelligence Graph Data Mining Graph Neural Networks In-Context Learning Information Extraction Knowledge Base Population Large Language Models Lexicon Induction Link Prediction Machine Learning Machine Learning on Graphs Natural Language Generation Natural Language Processing Ontology Engineering Pattern Mining Question Answering Relation Extraction Sequence Labeling Web Table Understanding 
Alle anzeigen
2025
 Blum, Moritz;  Gehring, Lukas;  Ell, Basil;  Cimiano, Philipp
Path of Time: Explanations for Temporal Knowledge Graph Completion through Chronological Regulation Proceedings Article 
In: Proceedings of the XAI-KG workshop at ESWC2025 (to appear), CEUR-WS.org, 2025.
BibTeX | Schlagwörter: Link Prediction
@inproceedings{pathoftime2025,

title = {Path of Time: Explanations for Temporal Knowledge Graph Completion through Chronological Regulation},

author = {Moritz Blum and Lukas Gehring and Basil Ell and Philipp Cimiano},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

booktitle = {Proceedings of the XAI-KG workshop at ESWC2025 (to appear)},

publisher = {CEUR-WS.org},

keywords = {Link Prediction},

pubstate = {published},

tppubtype = {inproceedings}

}

Schließen
2024
 Blum, Moritz;  Ell, Basil;  Ill, Hannes;  Cimiano, Philipp
Numerical Literals in Link Prediction: A Critical Examination of Models and Datasets Proceedings Article 
In: Proceedings of the 23th International Semantic Web Conference, 2024.
Links | BibTeX | Schlagwörter: Link Prediction, Machine Learning on Graphs
@inproceedings{numerialliterals,

title = {Numerical Literals in Link Prediction: A Critical Examination of Models and Datasets},

author = {Moritz Blum and Basil Ell and Hannes Ill and Philipp Cimiano},

url = {https://arxiv.org/pdf/2407.18241},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the 23th International Semantic Web Conference},

keywords = {Link Prediction, Machine Learning on Graphs},

pubstate = {published},

tppubtype = {inproceedings}

}

Schließen
https://arxiv.org/pdf/2407.18241
Schließen
2022
 Blum, Moritz;  Ell, Basil;  Cimiano, Philipp
Exploring the impact of literal transformations within Knowledge Graphs for Link Prediction Proceedings Article 
In: Proceedings of the 11th International Joint Conference on Knowledge Graphs (IJCKG 2022), 2022.
Links | BibTeX | Schlagwörter: Link Prediction, Machine Learning on Graphs
@inproceedings{ijkg2022,

title = {Exploring the impact of literal transformations within Knowledge Graphs for Link Prediction},

author = {Moritz Blum and Basil Ell and Philipp Cimiano},

url = {https://dl.acm.org/doi/pdf/10.1145/3579051.3579069},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {Proceedings of the 11th International Joint Conference on Knowledge Graphs (IJCKG 2022)},

keywords = {Link Prediction, Machine Learning on Graphs},

pubstate = {published},

tppubtype = {inproceedings}

}

Schließen
https://dl.acm.org/doi/pdf/10.1145/3579051.3579069
Schließen