Pour un étiquetage automatique des séquences verbales figées : état de l'art et approche transformationnelle (For An Automatic Fixed Verbal Sequence Tagging: State Of Art And Transformational Approach) [in French]. - Aurélie Joseph (JEP-TALN-RECITAL, 2012)

Enhance Multiword Expressions Extraction and Description with Transformational Rules (Améliorer l'extraction et la description d'expressions polylexicales grâce aux règles transformationnelles) [in French]. - Aurélie Joseph (RÉCITAL, 2013)

Entity Local Structure Graph Matching for Mislabeling Correction. - Nihel Kooli; Abdel Belaïd; Aurélie Joseph; Vincent Poulain D'Andecy (DAS, 2016)

Machine Learning vs Deterministic Rule-Based System for Document Stream Segmentation. - Ahmed Hamdi; Joris Voerman; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Jean-Marc Ogier (WML@ICDAR, 2017)

InDUS: Incremental Document Understanding System Focus on Document Classification. - Vincent Poulain D'Andecy; Aurélie Joseph; Jean-Marc Ogier (DAS, 2018)

Feature Selection for Document Flow Segmentation. - Ahmed Hamdi; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Antoine Doucet; Jean-Marc Ogier (DAS, 2018)

Discourse Descriptor for Document Incremental Classification Comparison with Deep Learning. - Vincent Poulain D'Andecy; Aurélie Joseph; Joaquín Cuenca; Jean-Marc Ogier (ICDAR, 2019)

Evaluation of Neural Network Classification Systems on Document Stream. - Joris Voerman; Aurélie Joseph; Mickaël Coustaty; Vincent Poulain D'Andecy; Jean-Marc Ogier (DAS, 2020)

Apprentissage multimodal basé sur des modèles d'attention pour la classification de documents dans un contexte déséquilibré. - Ibrahim Souleiman Mahamoud; Joris Voerman; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Jean-Marc Ogier (EGC, 2021)

Information Extraction from Invoices. - Ahmed Hamdi; Elodie Carel; Aurélie Joseph; Mickaël Coustaty; Antoine Doucet (ICDAR (2), 2021)

Multimodal Attention-Based Learning for Imbalanced Corporate Documents Classification. - Ibrahim Souleiman Mahamoud; Joris Voerman; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Jean-Marc Ogier (ICDAR (3), 2021)

Toward an Incremental Classification Process of Document Stream Using a Cascade of Systems. - Joris Voerman; Ibrahim Souleiman Mahamoud; Aurélie Joseph; Mickaël Coustaty; Vincent Poulain D'Andecy; Jean-Marc Ogier (ICDAR Workshops (2), 2021)

QAlayout: Question Answering Layout Based on Multimodal Attention for Visual Question Answering on Corporate Document. - Ibrahim Souleiman Mahamoud; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Jean-Marc Ogier (DAS, 2022)

Subgraph-Induced Extraction Technique for Information (SETI) from Administrative Documents. - Dipendra Sharma Kafle; Eliott Thomas; Mickaël Coustaty; Aurélie Joseph; Antoine Doucet; Vincent Poulain D'Andecy (ICDAR Workshops (2), 2023)

KAP: Pre-training Transformers for Corporate Documents Understanding. - Ibrahim Souleiman Mahamoud; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Jean-Marc Ogier (ICDAR Workshops (2), 2023)

Incremental Learning and Ambiguity Rejection for Document Classification. - Tri-Cong Pham; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Muriel Visani; Nicolas Sidere (ICDAR (5), 2023)

Automatic classification of company's document stream: Comparison of two solutions. - Joris Voerman; Ibrahim Souleiman Mahamoud; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Jean-Marc Ogier (Pattern Recognit. Lett., 2023)

Extraction d'information induite par sous-graphes (SETI) appliquée aux documents administratifs. - Dipendra Sharma Kafle; Eliott Thomas; Mickaël Coustaty; Aurélie Joseph; Antoine Doucet; Vincent Poulain D'Andecy (CORIA, 2024)

Extracting Key-Value Pairs in Business Documents. - Eliott Thomas; Dipendra Sharma Kafle; Ibrahim Souleiman Mahamoud; Aurélie Joseph; Mickaël Coustaty; Vincent Poulain D'Andecy (CORIA, 2024)

CHIC: Corporate Document for Visual Question Answering. - Ibrahim Souleiman Mahamoud; Mickaël Coustaty; Aurélie Joseph; Vincent Poulain D'Andecy; Jean-Marc Ogier (ICDAR (6), 2024)

Privacy-Aware Document Visual Question Answering. - Rubèn Tito; Khanh Nguyen; Marlon Tobaben; Raouf Kerkouche; Mohamed Ali Souibgui; Kangsoo Jung; Joonas Jälkö; Vincent Poulain D'Andecy; Aurélie Joseph; Lei Kang; Ernest Valveny; Antti Honkela; et al. (ICDAR (6), 2024)

Experimental study of rehearsal-based incremental classification of document streams. - Usman Malik; Muriel Visani; Nicolas Sidere; Mickaël Coustaty; Aurélie Joseph (Int. J. Document Anal. Recognit., 2024)

RAPTOR: Refined Approach for Product Table Object Recognition. - Eliott Thomas; Mickaël Coustaty; Aurélie Joseph; Gaspar Deloin; Elodie Carel; Vincent Poulain D'Andecy; Jean-Marc Ogier (WACV (Workshops), 2025)

NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA. - Marlon Tobaben; Mohamed Ali Souibgui; Rubèn Tito; Khanh Nguyen; Raouf Kerkouche; Kangsoo Jung; Joonas Jälkö; Lei Kang; Andrey Barsky; Vincent Poulain D'Andecy; Aurélie Joseph; Aashiq Muhamed; et al. (Trans. Mach. Learn. Res., 2025)

QUEST: Quality-aware Semi-supervised Table Extraction for Business Documents. - Eliott Thomas; Mickaël Coustaty; Aurélie Joseph; Gaspar Deloin; Elodie Carel; Vincent Poulain D'Andecy; Jean-Marc Ogier (CoRR, 2025)