NLP4KGC 2024
Natural Language Processing for Knowledge Graph Creation 2024

Table of Contents

• Preface
  Summary: There were 11 papers submitted for peer-review to this workshop. Out of these, 10 papers were accepted for this volume, 8 as regular papers and 2 as short papers.

• On the Pertinence of LLMs for Ontology Learning (regular paper) 1-18
  Marion Schaeffer, Matthias Sesboüé, Léa Charbonnier, Nicolas Delestre, Jean-Philippe Kotowicz, Cecilia Zanni-Merk
• Towards the Automation of Knowledge Graph Construction using Large Language Models (regular paper) 19-34
  Vamsi Krishna Kommineni, Birgitta König-Ries, Sheeba Samuel
• Assessing SPARQL Capabilities of Large Language Models (regular paper) 35-53
  Lars-Peter Meyer, Johannes Frey, Natanael Arndt
• Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs (regular paper) 54-69
  Anoushka Harit, Zhongtian Sun, Jongmin Yu, Noura Al Moubayed
• Ontology Learning from Text: an Analysis on LLM Performance (regular paper) 70-87
  Roos M. Bakker, Daan L. Di Scala, Maaike H. T. de Boer
• Accessing the Capabilities of KGs and LLMs in Mapping Indicators within Sustainability Reporting Standards (short paper) 88-96
  Yuchen Zhou1, Xin Gu, Junsheng Ding, Sirou Chen, Alexander Perzylo
• Converting Fire Safety Regulations to SHACL Shapes Using Natural Language Processing (regular paper) 97-111
  Alex Donkers, Ekaterina Petrova
• Ontology-based Dataset Discovery in the BUILDSPACE Data Management Platform (short paper) 112-117
  Iason Sotiropoulos, Ioannis Karvelas, Stamatia Rizou, Vangelis Marinakis, Edlira Vakaj
• Pruning Cycles in UMLS Metathesaurus: A Neuro Symbolic AI Approach (regular paper) 118-127
  Richard Wallace, Ravi Bajracharya, Jans Aasman, Craig Norvell
• Automated Generation of Competency Questions Using Large Language Models and Knowledge Graphs (regular paper) 128-153
  Dario Di Nuzzo, Edlira Vakaj, Hadeel Saadany, Eglantina Grishti, Nandana Mihindukulasooriya