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Retrieval Augmented Structured Generation: Business Document Information Extraction As Tool Use [Preprint - Accepted @ IEEE MIPR 2024]
[Preprint - Accepted @ IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR) 2024] This paper presents Retrieval Augmented Structured Generation (RASG), a novel general framework for Business Document Information Extraction that achieves state of the art (SOTA) results on both Key-Information Extraction (KIE) and Line Items Recognition (LIR).