Quid est VERITAS? A Modular Framework for Archival Document Analysis

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• The VERITAS framework achieves a 67.6% relative reduction in word error rate compared to a commercial OCR baseline.result 90%
• VERITAS provides a threefold reduction in end-to-end processing time when accounting for manual correction compared to baseline methods.result 85%
• VERITAS is a modular, model-agnostic framework that reconceptualizes digitization as an integrated workflow encompassing transcription, layout analysis, and semantic enrichment.method 95%
• The VERITAS pipeline is organized into four stages: Preprocessing, Extraction, Refinement, and Enrichment.method 90%
• VERITAS employs a schema-driven architecture that allows researchers to declaratively specify their extraction objectives.technical 90%
• Unlike interactive platforms such as Transkribus and eScriptorium, VERITAS operates as a fully automated, configurable pipeline.technical 85%
• VERITAS extends beyond transcription to encompass semantic enrichment, entity linking, and structured data indexing, unlike OCR-focused frameworks such as OCR-D.technical 85%
• The framework's output can support historical inquiry through retrieval-augmented generation systems.result 80%

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