NLP4KGC 2024

Table of Contents

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