| Vol-3747 urn:nbn:de:0074-3747-8 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).

# 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

### Joint proceedings of the 3rd International workshop one knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG)
co-located with the Extended Semantic Web Conference ( ESWC 2024)

### Hersonissos, Greece, May 26-30, 2024.

Edited by

### Sanju Tiwari 1, 5
Nandana Mihindukulasooriya 2
Francesco Osborne 3
Dimitris Kontokostas 4
Jennifer D’Souza 5
Mayank Kejriwal 6
Maria Angela Pellegrino 7
Anisa Rula 8
Jose Emilio Labra Gayo 9
Michael Cochez 10
Mehwish Alam 11

1 Universidad Autonoma de Tamaulipas,
2 IBM Research, Dublin, IBM Research, Dublin
3 KMi, The Open University, KMi, The Open University
4 Diffbot, Diffbot
5 Technische Informationsbibliothek (TIB), Technische Informationsbibliothek (TIB), Hanover
6 University of Southern California, University of Southern California
7 University of Salerno, University of Salerno
8 University of Brescia, University of Brescia
9 University of Oviedo, University of Oviedo
10 Vrije Universiteit Amsterdam, Vrije Universiteit Amsterdam
11 Institut Polytechnique de Paris, Institut Polytechnique de Paris

## 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

2024-08-06: submitted by Michael Cochez, metadata incl. bibliographic data published under Creative Commons CC0
2024-08-23: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|