Efficient Explainable Learning on Knowledge Graphs

Project Information

ENEXA

Grant agreement ID: 101070305

DOI 10.3030/101070305

EC signature date 13 June 2022

Start date 1 October 2022

End date 30 September 2025

Funded under

• Digital, Industry and Space

Total cost € 3 991 269,50

EU contribution € 3 991 269,50

Coordinated by

UNIVERSITAET PADERBORN
Germany

Publications

Conference proceedings (12)

Learning Permutation-Invariant Embeddings for Description Logic Concepts

Author(s): Caglar Demir, Axel-Cyrille Ngonga Ngomo
Published in: Advances in Intelligent Data Analysis XXI. Lecture Notes in Computer Science., Issue 13876, 2023
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-30047-9_9

Improving Graph-to-Text Generation Using Cycle Training

Author(s): Fina Polat, Ilaria Tiddi, Paul Groth, Piek Vossen
Published in: Proceedings of the 4th Conference on Language, Data and Knowledge, 2023
Publisher: NOVA CLUNL

Neural Class Expression Synthesis in ALCHIQ(D)

Author(s): N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Published in: 2023
Publisher: Springer

Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras

Author(s): Caglar Demir, Axel-Cyrille Ngonga Ngomo
Published in: 2023
Publisher: Springer

Explainable Integration of Knowledge Graphs using Large Language Models

Author(s): Abdullah Fathi Ahmed, Asep Fajar Firmansyah, Mohamed Ahmed Sherif, Diego Moussallem, Axel-Cyrille Ngonga Ngomo
Published in: Natural Language Processing and Information Systems. Lecture Notes in Computer Science., Issue 13913, 2023
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-35320-8_9

TemporalFC: A Temporal Fact Checking approach over Knowledge Graphs

Author(s): Umair Qudus, Michael Röder, Sabrina Kirrane, Axel-Cyrille Ngonga Ngomo
Published in: 2023
Publisher: Springer

Do Instruction-tuned Large Language Models Help with Relation Extraction?

Author(s): Xue Li, Fina Polat, Paul Groth
Published in: Joint proceedings of the KBC-LM workshop and the LM-KBC challenge at ISWC 2023, 2023, ISSN 1613-0073
Publisher: CEUR Workshop Proceedings

Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins

Author(s): Nikolaos Karalis, Alexander Bigerl, Axel-Cyrille Ngonga Ngomo
Published in: 2023
Publisher: IOS Press

Neuro-Symbolic Class Expression Learning

Author(s): Caglar Demir, Axel-Cyrille Ngonga Ngomo
Published in: 2023
Publisher: International Joint Conferences on Artificial Intelligence
DOI: 10.24963/ijcai.2023/403

Logics with probabilistic team semantics and the Boolean negation

Author(s): Miika Hannula, Minna Hirvonen, Juha Kontinen, Yasir Mahmood, Arne Meier, Jonni Virtema
Published in: 2023
Publisher: Springer

Neural Class Expression Synthesis

Author(s): N’Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Published in: Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning., Issue 3432, 2023, ISSN 1613-0073
Publisher: CEUR Workshop Proceedings
DOI: 10.1007/978-3-031-33455-9_13

Parameterized Complexity of Propositional Inclusion and Independence Logic

Author(s): Yasir Mahmood, Jonni Virtema
Published in: 2023
Publisher: Springer

Peer reviewed articles (2)

International Journal of Approximate Reasoning

Author(s): Periklis Mantenoglou, Alexander Artikis, Georgios Paliouras
Published in: International Journal of Approximate Reasoning, Issue 161, 2023, ISSN 0888-613X
Publisher: Elsevier BV
DOI: 10.1016/j.ijar.2023.108993

Semantic Web

Author(s): Enrico
Published in: Semantic Web, 2023, ISSN 1570-0844
Publisher: IOS Press
DOI: 10.3233/SW-233407