| Vol-3889 urn:nbn:de:0074-3889-6 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# SemTab 2024
Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2024

### Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching
co-located with the 23rd International Semantic Web Conference (ISWC 2024)

### Baltimore, USA, November 13, 2024.

Edited by

### Oktie Hassanzadeh ♣
Nora Abdelmageed ◊
Marco Cremaschi ‡
Vincenzo Cutrona ♥
Fabio D'Adda ‡
Vasilis Efthymiou †
Benno Kruit ★
Elita Lobo ♦
Nandana Mihindukulasooriya ♣
Nhan H. Pham ♣

♣ IBM Research, USA
◊ University of Jena, Germany
‡ University of Milan - Bicocca, Italy
♥ University of Applied Sciences and Arts of Southern Switzerland, Switzerland
† Harokopio University of Athens, Greece
★ Vrije Universiteit Amsterdam, Netherlands
♦ University of Massachusetts Amherst, USA

## Table of Contents

### Challenge overview

- Results of SemTab 2024 1-11
  Oktie Hassanzadeh, Nora Abdelmageed, Marco Cremaschi, Vincenzo Cutrona, Fabio D'Adda, Vasilis Efthymiou, Benno Kruit, Elita Lobo, Nandana Mihindukulasooriya, Nhan H. Pham
  Summary: There were 7 papers submitted for peer-review to this workshop. Out of these, 7 papers were accepted for this volume, 5 as regular papers and 2 as short papers.

### System papers

- Kepler-aSI : Semantic Annotation for Tabular Data 12-26
  Wiem Baazouzi, Marouen Kachroudi, Sami Faiz
- Column Vocabulary Association (CVA): Semantic Interpretation of Dataless Tables 27-42
  Margherita Martorana, Xueli Pan, Benno Kruit, Tobias Kuhn, Jacco van Ossenbruggen
- Leveraging GPT Models For Semantic Table Annotation 43-53
  Jean Petit Bikim, Carick Atezong, Azanzi Jiomekong, Allard Oelen, Gollam Rabby, Jennifer D'Souza, Sören Auer
- Scalable Table-to-Knowledge Graph Matching from Metadata using LLMs 54-68
  Nathan Vandemoortele, Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae
- Wikidata-Driven CEA and CTA for Life Sciences Table Matching extending DREIFLUSS 69-78
  Vishvapalsinhji Parmar, Alsayed Algergawy
- Results of GRAMS+ at SemTab 2024 79-83
  Binh Vu, Craig Knoblock, Fandel Lin
- CitySTI 2024 System: Tabular Data to KG Matching using LLMs 84-89
  Dylan Li Tin Yue, Ernesto Jimenez-Ruiz

2024-12-09: submitted by Oktie Hassanzadeh, metadata incl. bibliographic data published under Creative Commons CC0
2025-01-03: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|