CleanGraph: Human-in-the-loop Knowledge Graph Refinement and Completion

arXiv:2405.03932v1 Announce Type: cross
Abstract: This paper presents CleanGraph, an interactive web-based tool designed to facilitate the refinement and completion of knowledge graphs. Maintaining the reliability of knowledge graphs, which are grounded in high-quality and error-free facts, is crucial for real-world applications such as question-answering and information retrieval systems. These graphs are often automatically assembled from textual sources by extracting semantic triples via information extraction. However, assuring the quality of these extracted triples, especially when dealing with large or low-quality …

arxiv cs.ai cs.cl graph human knowledge knowledge graph loop type