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Tyler Dauphinee

Modular Multimodal Architecture for Document Classification

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Dec 09, 2019
Tyler Dauphinee, Nikunj Patel, Mohammad Rashidi
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Page classification is a crucial component to any document analysis system, allowing for complex branching control flows for different components of a given document. Utilizing both the visual and textual content of a page, the proposed method exceeds the current state-of-the-art performance on the RVL-CDIP benchmark at 93.03% test accuracy.

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