Layout-Aware Document Parsing and Knowledge Graph Extraction
The problem of parsing heterogeneous PDF documents is still unresolved because of the use of complex layouts, embedded watermarks, and the disposition of the current systems to generate incoherent knowledge graphs (KGs) consisting of hundreds of nodes that are loosely connected and do not contribute a lot to education....