TEXT2KG 2023 & BiKE 23
Second International Workshop on Knowledge Graph Generation From Text First International BiKE Challenge

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 Mariarona, 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