Ocr-free document understanding transformer

G Kim, T Hong, M Yim, JY Nam, J Park, J Yim… - … on Computer Vision, 2022 - Springer
Understanding document images (eg, invoices) is a core but challenging task since it
requires complex functions such as reading text and a holistic understanding of the …

End-to-end document recognition and understanding with dessurt

B Davis, B Morse, B Price, C Tensmeyer… - … on Computer Vision, 2022 - Springer
We introduce Dessurt, a relatively simple document understanding transformer capable of
being fine-tuned on a greater variety of document tasks than prior methods. It receives a …

Docparser: End-to-end ocr-free information extraction from visually rich documents

M Dhouib, G Bettaieb, A Shabou - International Conference on Document …, 2023 - Springer
Abstract Information Extraction from visually rich documents is a challenging task that has
gained a lot of attention in recent years due to its importance in several document-control …

A Concise Survey of OCR for Low-Resource Languages

M Agarwal, A Anastasopoulos - … of the 4th Workshop on Natural …, 2024 - aclanthology.org
Modern natural language processing (NLP) techniques increasingly require substantial
amounts of data to train robust algorithms. Building such technologies for low-resource …