NLP4KGC 2026 is the fifth edition of the International Workshop on Natural Language Processing for Knowledge Graph Construction. The workshop focuses on methods and approaches for knowledge and data extraction from text, as well as theoretical and practical aspects of using NLP and semantics for Knowledge Graph construction. This edition emphasises emerging topics, including the use of Large Language Models (LLMs) and agentic AI systems for knowledge graph construction, while highlighting Responsible AI practices.
We invite submissions on, but not limited to, the following topics: Full research papers (up to 12 pages) describing original research on NLP techniques for knowledge graph construction; Short papers (up to 6 pages) describing work-in-progress, negative results, position papers, dataset papers, or system demos.
Birmingham City University, UK
IBM Research, New York, USA
Sharda University & TIB Hannover, Germany
SingularLogic S.A., Greece
Birmingham City University, UK
Birmingham City University, UK
Birmingham City University, UK
Birmingham City University, UK
NTNU, Norway
KPMG, Norway
BCU, UK
Lancaster University, UK
Cardiff University, UK
Birmingham City University, UK
Ontotext, Bulgaria
Birmingham City University, UK
Common Action, USA
Shipamax, UK
NASA, USA
Singular Logic, Greece
IBM, USA
IKEA, Finland
Jönköping University, Sweden
University of Stuttgart, Germany
Gujarat Technology University, India
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