Guilhaume Leroy-Meline

FRAGMENT: Factorized Graph Representations for Document Generation and Editing via Entity-Aware Transformations

Experiments on DocLayNet, FUNSD, and SROIE evaluate FRAGMENT alongside representative autoregressive, layout-only, and graph-based baselines, providing an empirical analysis of the characteristics and trade-offs of the proposed factorized graph generation framework.