Hierarchical graph representations for nested document structures
Extend the two-relation spatial graph representation used by Fragment to hierarchical graph formulations that can represent nested or deeply hierarchical document structures, such as nested table cells.
References
The two spatial edge types capture Manhattan-style layouts effectively but provide limited representation for nested or deeply hierarchical structures (e.g., nested table cells); extending to hierarchical graph formulations remains an open direction.
— FRAGMENT: Factorized Graph Representations for Document Generation and Editing via Entity-Aware Transformations
(2608.18679 - Bouchtili et al., 19 Aug 2026) in Discussion, paragraph “Limitations” (Section 8)