Schema Graph

Schema graphs represent structured knowledge, aiming to organize and reason with information in a graph-based format, facilitating tasks like knowledge graph construction and natural language processing. Current research emphasizes automating schema adaptation for dynamic data, incorporating human input for improved schema induction, and leveraging schema graphs for transfer learning and improved database querying. These advancements are improving the efficiency and explainability of knowledge representation and reasoning, with applications ranging from enhanced database interfaces to more robust and generalizable AI systems.