Report on the Knowledge Graph Reasoning Challenge 2023 -Knowledge Graph Construction Technology in the Era of Generative AI

Abstract

While the use of generative AI is attracting considerable attention, employing large-scale language models (LLMs) has emerged as one of the most significant issues in the field of knowledge engineering. In the application of LLMs, the ability to explain the generated content represents a critical challenge. This challenge is shared with the Knowledge Graph Reasoning Challenge, on which the authors have been focusing. Against this backdrop, we have designated the construction of knowledge graphs using LLMs as the task for the Knowledge Graph Reasoning Challenge 2023. This paper offers an overview of the event and its outcomes.