TEXT2KG-DQMLKG-24 ( TEXT2KG 2024 and DQMLKG 2024 )
3rd International workshop one knowledge graph generation from text. Data Quality meets Machine Learning and Knowledge Graphs 2024

Table of Contents

3rd International Workshop on Knowledge Graph Generation from Text

• Preface TEXT2KG
  
• Open Knowledge Base Canonicalization: Techniques and Challenges 10
  Yang Yang, Edward Curry
• Incorporating Type Information into Zero-Shot Relation Extraction 10
  Ricardo Usbeck, Cedric Möller
• Generating E-commerce Related Knowledge Graph from Text: Open Challenges and Early Results using LLMs 18
  Julio Cesar dos Reis, André Gomes Regino
• Towards Dataset for Extracting Relations in the Climate-Change Domain 15
  Andrija Poleksić, Sanda Martinčić-Ipšić
• KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction 23
  Jack Boylan, Demian Gholipour-Ghalandari, Chris Hokamp, Dominic Thorn, Parsa Ghaffari, Shashank Mangla
• On Constructing Biomedical Text-to-Graph Systems with Large Language Models 12
  Antonio Puertas Gallardo, Segrio Consoli, Mario Ceresa, Roel Hulsman, Lorenzo Bertolini
• Fine-Tuning vs. Prompting: Evaluating the Knowledge Graph Construction with LLMs 18
  Hussam Ghanem, Christophe Cruz
• Battalogy: Empowering Battery Data Management through Ontology-driven Knowledge Graph 18
  Hammad Nazir, Abid Ali Fareedi, Muhammad Ismail
• Leveraging Language Models for Generating Ontologies of Research Topics 11
  Enrico Motta, Angelo Salatino, Francesco Osborne, Livio Pompianu, Alessia Pisu, Diego Reforgiato Recupero, Daniele Riboni
• Towards Harnessing Large Language Models as Autonomous Agents for Semantic Triple Extraction from Unstructured Text 13
  Ananya Ananya Sanju Tiwari Nandana Mihindukulasooriya Tommaso Soru Ziwei Xu Diego Moussallem
• Towards LLM-driven Natural Language Generation based on SPARQL Queries and RDF Knowledge Graphs 14
  Andreas Both, Aleksandr Perevalov
• Employing RAG to Create a Conference Knowledge Graph from Text 18
  Daniil Dobriy
• Knowledge Graphs for Digital Transformation Monitoring in Social Media 13
  Danilo Dessi', Gianni Fenu, Sergio Consoli, Vanni Zavarella, Francesco Osborne, Davide Buscaldi, Simone Angioni, Diego Reforgiato Recupero

Data Quality meets Machine Learning and Knowledge Graphs

• Preface DQMLKG
  
• Moving from Tabular Knowledge Graph Quality Assessment to RDF Triples Leveraging ChatGPT 9
  Gabriele Tuozzo
• The Linguistic Linked Open Data through the Linguists’ Lens 7+3
  Pasquale Esposito
• LLM-driven Ontology Evaluation: Verifying Ontology Restrictions with ChatGPT 15
  Stefani Tsaneva, Stefan Vasic, Marta Sabou
• Extending Shape Expressions for different types of knowledge graphs 15
  Jose Emilio Labra Gayo