Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents

no code implementations • 25 Oct 2023 • Tofik Ali, Partha Pratim Roy

The proposed model leverages transformer-based models to encode all the information present in a document image, including textual, visual, and layout information.

Document Classification Question Answering +2