publications

Association Rules Collaborative Annotation Data Integration Data Mining on Graphs Dataset Retrieval Explainable Artificial Intelligence Graph Data Mining Graph Neural Networks In-Context Learning Information Extraction Knowledge Base Population Knowledge Representation Large Language Models Lexicon Induction Link Prediction Machine Learning Machine Learning on Graphs Material Science Natural Language Generation Natural Language Processing Ontology Engineering Pattern Mining Question Answering Relation Extraction Sequence Labeling Web Table Understanding 
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2025
 Bekemeier, Simon;  Blum, Moritz;  Caron, Luana;  Chirkova, Alisa;  Cimiano, Philipp;  Ell, Basil;  Ennen, Inga;  Feige, Michael;  Gaerner, Maik;  Hilbig, Thomas;  Hütten, Andreas;  Reiss, Günter;  Samanta, Tapas;  Schöning, Sonja;  Schröder, Christian;  Schwan, Lennart;  Taake, Chris;  Wortmann, Martin
Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization Sonstige 
arXiv preprint. paper under submission in Advanced Engineering Materials journal, 2025.
Links | BibTeX | Schlagwörter: Knowledge Representation, Machine Learning, Ontology Engineering
@misc{bekemeier2025fosteringinnovationstreamliningmagnetocaloric,

title = {Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization},

author = {Simon Bekemeier and Moritz Blum and Luana Caron and Alisa Chirkova and Philipp Cimiano and Basil Ell and Inga Ennen and Michael Feige and Maik Gaerner and Thomas Hilbig and Andreas Hütten and Günter Reiss and Tapas Samanta and Sonja Schöning and Christian Schröder and Lennart Schwan and Chris Taake and Martin Wortmann},

url = {https://arxiv.org/abs/2511.19053},

year  = {2025},

date = {2025-11-25},

urldate = {2025-01-01},

howpublished = {arXiv preprint. paper under submission in Advanced Engineering Materials journal},

keywords = {Knowledge Representation, Machine Learning, Ontology Engineering},

pubstate = {published},

tppubtype = {misc}

}

Schließen
https://arxiv.org/abs/2511.19053
Schließen
2024
 Nolano, Gennaro;  Blum, Moritz;  Ell, Basil;  Cimiano, Philipp
Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials Proceedings Article 
In: LREC-COLING 2024, Turin, 2024.
Links | BibTeX | Schlagwörter: Machine Learning, Relation Extraction
@inproceedings{2988689,

title = {Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials},

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

url = {https://arxiv.org/pdf/2402.19076},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {LREC-COLING 2024},

address = {Turin},

keywords = {Machine Learning, Relation Extraction},

pubstate = {published},

tppubtype = {inproceedings}

}

Schließen
https://arxiv.org/pdf/2402.19076
Schließen