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Metadata-driven Table Union Search: Leveraging Semantics for Restricted Access Data Integration
Margherita Martorana, Tobias Kuhn, Jacco van Ossenbruggen / Preprint / 2025
Bridging Bots: from Perception to Action via Multimodal-LMs and Knowledge Graphs
Margherita Martorana, Francesca Urgese, Mark Adamik, Ilaria Tiddi / 19th Conference on Neurosymbolic Learning and Reasoning (NeSy 2025), Proceedings of Machine Learning Research, Vol. 284 / 2025
An Ontology for Unified Modeling of Tasks, Actions, Environments, and Capabilities in Personal Service Robotics
Margherita Martorana, Francesca Urgese, Ilaria Tiddi, Stefan Schlobach / Preprint / 2025
Closed-Source vs Open-Source RAGs: lessons learned from the SemTab challenge
Margherita Martorana, Xueli Pan, Benno Kruit, Tobias Kuhn, Jacco van Ossenbruggen / SemTab 2024, co-located with ISWC 2024 / 2024
Column Vocabulary Association (CVA): Semantic Interpretation of Dataless Tables
Margherita Martorana, Xueli Pan, Benno Kruit, Tobias Kuhn, Jacco van Ossenbruggen / SemTab 2024, co-located with ISWC 2024 / 2024
Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata Enrichment
Margherita Martorana, Tobias Kuhn, Lise Stork, Jacco van Ossenbruggen / Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI, SEMANTiCS 2024 / 2024
Advancing data sharing and reusability for restricted access data on the Web: introducing the DataSet-Variable Ontology
Margherita Martorana, Tobias Kuhn, Ronald Siebes, Jacco van Ossenbruggen / K-CAP '23: 12th Knowledge Capture Conference / 2023
Analysing the Evolution of Community-Driven (Sub-)Schemas within Wikidata
Sofia Baroncini, Margherita Martorana, Mario Scrocca, Zuzanna Ĺmiech, Axel Polleres / 3rd Wikidata Workshop, co-located with ISWC 2022 / 2022
Aligning restricted access data with FAIR: a systematic review
Margherita Martorana, Tobias Kuhn, Ronald Siebes, Jacco van Ossenbruggen / PeerJ Computer Science, 8:e1038 / 2022