Lalla Mouatadid

RE2: Region-Aware Relation Extraction from Visually Rich Documents

Current research in form understanding predominantly relies on large pre-trained language models, necessitating extensive data for pre-training. However, the importance of layout structure (i.e., the spatial relationship between the entity blocks in the visually rich document) to relation extraction…