A comprehensive overview of knowledge graph completion

T Shen, F Zhang, J Cheng - Knowledge-Based Systems, 2022 - Elsevier
Abstract Knowledge Graph (KG) provides high-quality structured knowledge for various
downstream knowledge-aware tasks (such as recommendation and intelligent question …

Discriminator-based adversarial networks for knowledge graph completion

A Tubaishat, T Zia, R Faiz, F Al Obediat, B Shah… - Neural Computing and …, 2023 - Springer
Abstract Knowledge graphs (KGs) inherently lack reasoning ability which limits their
effectiveness for tasks such as question–answering and query expansion. KG embedding …