Analysing the Evolution of Community-Driven (Sub-)Schemas within Wikidata. - Sofia Baroncini; Margherita Martorana; Mario Scrocca; Zuzanna Smiech; Axel Polleres (Wikidata@ISWC, 2022)

A formalization of one of the main claims of "Sonic hedgehog signaling in astrocytes" by Hill et al. 20211. - Margherita Martorana (Data Sci., 2022)

Aligning restricted access data with FAIR: a systematic review. - Margherita Martorana; Tobias Kuhn; Ronald Siebes; Jacco van Ossenbruggen (PeerJ Comput. Sci., 2022)

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, 2023)

Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata Enrichment. - Margherita Martorana; Tobias Kuhn; Lise Stork; Jacco van Ossenbruggen (SEMANTICS, 2024)

Closed-Source vs Open-Source RAGs: lessons learned from the SemTab challenge. - Margherita Martorana; Xueli Pan; Benno Kruit; Tobias Kuhn; Jacco van Ossenbruggen (RAGE-KG@ISWC, 2024)

Column Vocabulary Association (CVA): Semantic Interpretation of Dataless Tables. - Margherita Martorana; Xueli Pan; Benno Kruit; Tobias Kuhn; Jacco van Ossenbruggen (SemTab@ISWC, 2024)

Text classification of column headers with a controlled vocabulary: leveraging LLMs for metadata enrichment. - Margherita Martorana; Tobias Kuhn; Lise Stork; Jacco van Ossenbruggen (CoRR, 2024)

Metadata-driven Table Union Search: Leveraging Semantics for Restricted Access Data Integration. - Margherita Martorana; Tobias Kuhn; Jacco van Ossenbruggen (CoRR, 2025)

Bridging Bots: from Perception to Action via Multimodal-LMs and Knowledge Graphs. - Margherita Martorana; Francesca Urgese; Mark Adamik; Ilaria Tiddi (CoRR, 2025)