Long-Range Transformer Architectures for Document Understanding ↗ ↖ 1 January 2023 Thibault Douzon Stefan Duffner Christophe Garcia Jérémy Espinas
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks ↗ ↖ 1 January 2022 Thibault Douzon Stefan Duffner Christophe Garcia Jérémy Espinas
Data-Efficient Information Extraction from Documents with Pre-Trained Language Models ↗ ↖ 1 January 2021 Clément Sage Thibault Douzon Alex Aussem Véronique Eglin Haytham Elghazel Stefan Duffner Christophe Garcia Jérémy Espinas
End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks ↗ ↖ 1 January 2020 Clément Sage Alex Aussem Véronique Eglin Haytham Elghazel Jérémy Espinas
Recurrent Neural Network Approach for Table Field Extraction in Business Documents ↗ ↖ 1 January 2019 Clément Sage Alex Aussem Haytham Elghazel Véronique Eglin Jérémy Espinas