TEXT2KG 2023 & BiKE 2023
Joint Proceedings of TEXT2KG 2023 and BiKE 2023

Table of Contents

Second International Knowledge Graph Generation From Text (TEXT2KG)

• Preface
  Summary: There were 14 papers submitted for peer-review to this workshop. Out of these, 13 regular papers were accepted for this volume.

Regular papers

• Plenary Speeches of the Parliament of Finland as Linked Open Data Data Services 1-20
  Eero Hyvönen , Laura Sinikallio , Petri Leskinen , Senka Drobac , Rafael Leal , Matti La Mela , Jouni Tuominen , Henna Poikkimäki , Heikki Rantala
• Building Online Public Consultation Knowledge Graphs 21-33
  William Aboucaya , Sonia Guehis , Rafael Angarita
• The Utilization of Artificial Intelligence for Developing Autonomous Social Robots within Health Information Systems 34-50
  Abid Ali Fareedi , Muhammad Ismail , Ahmad Ghazawneh , Magnus Bergquist , Fernando Ortiz-Rodriguez
• Knowledge Graph Data Enrichment based on a Software Library for Text Mapping to the Sustainable Development Goals 51-69
  Ioanna Mandilara , Eleni Fotopoulou , Christina Maria Androna , Anastasios Zafeiropoulos , Symeon Papavassiliou
• A Comprehensive Methodology for Re-evaluation of Knowledge Graph Embedding Models 70-89
  Bhushan Zope , Sashikala Mishra , Sanju Tiwari , Deepali Vora , Ketan Kotecha
• Ont-OCEL: An Ontology-based Representation for OCEL 90-100
  Mahmood Soltani , Mohsen Kahani , Behshid Behkamal
• Science Technology Ontology: A Taxonomy of Emerging Topics 101-117
  Mahender Kumar , Ruby Rani , Mirko Bottarelli , Gregory Epiphaniou , Carsten Maple
• Towards Tailored Knowledge Base Modeling using Masked Language Models 118-131
  Riley Capshaw , Eva Blomqvist
• Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text 132-153
  Hanieh Khorashadizadeh , Nandana Mihindukulasooriya , Sanju Tiwari , Jinghua Groppe , Sven Groppe
• Semi-supervised Construction of Domain-specific Knowledge Graphs 154-170
  Lavdim Halilaj , Thomas Richardsen , Andreas Dittberner , Frank Wauro , Kim Ngan Nguyen
• Is GPT fit for KGQA? -- Preliminary Results 171-191
  Gerhard Klager , Axel Polleres
• Assessing the Impact of Word Embeddings for Relation Prediction: An Empirical Study 192-204
  Dzhal Antonov , Davide Buscaldi
• Semantification of CEUR-WS with Wikidata as a target Knowledge Graph 205-225
  Wolfgang Fahl , Tim Holzheim , Christoph Lange , Stefan Decker

First International BiKE Challenge (BiKE 2023)

• Preface
  Summary: There were 6 papers submitted for peer-review to this Challenge. Out of these, 3 papers were accepted for this volume, 1 as regular paper 2 as short papers.

Short papers

• Improving Natural Product Automatic Extraction with Named Entity Recognition 226-234
  Stefan Schmidt-Dichte , István J. Mócsy
• Enhancing Biochemical Extraction with BFS-driven Knowledge Graph Embedding approach 235-243
  Bhushan Zope , Sashikala Mishra , Sanju Tiwari

Regular paper

• Leveraging ChatGPT API for Enhanced Data Preprocessing in NatUKE 244-255
  Pit Fröhlich , Jonas Gwozdz , Matthias Jooß