Birgit Kirsch

PM3-KIE: A Probabilistic Multi-Task Meta-Model for Document Key Information Extraction

Key Information Extraction (KIE) from visually rich documents is commonly approached as either fine-grained token classification or coarse-grained entity extraction. While token-level models capture spatial and visual cues, entity-level models better represent logical dependencies and align with rea…