Aurélie Joseph

According to our database, Aurélie Joseph authored at least 22 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., December, 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, Mario Fritz, Dimosthenis Karatzas

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

CHIC: Corporate Document for Visual Question Answering.

Ibrahim Souleiman Mahamoud, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D'Andecy, Jean-Marc Ogier

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Extracting Key-Value Pairs in Business Documents.

Eliott Thomas, Dipendra Sharma Kafle, Ibrahim Souleiman Mahamoud, Aurélie Joseph, Mickaël Coustaty, Vincent Poulain D'Andecy

Proceedings of the COnférence en Recherche d'Informations et Applications, 2024

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

Proceedings of the COnférence en Recherche d'Informations et Applications, 2024

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., August, 2023

Incremental Learning and Ambiguity Rejection for Document Classification.

Tri-Cong Pham, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D'Andecy, Muriel Visani, Nicolas Sidere

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

KAP: Pre-training Transformers for Corporate Documents Understanding.

Ibrahim Souleiman Mahamoud, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D'Andecy, Jean-Marc Ogier

Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

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

Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

2022

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

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

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

Proceedings of the Document Analysis and Recognition, 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

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Information Extraction from Invoices.

Ahmed Hamdi, Elodie Carel, Aurélie Joseph, Mickaël Coustaty, Antoine Doucet

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

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

Proceedings of the Extraction et Gestion des Connaissances, 2021

2020

Evaluation of Neural Network Classification Systems on Document Stream.

Joris Voerman, Aurélie Joseph, Mickaël Coustaty, Vincent Poulain D'Andecy, Jean-Marc Ogier

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019

Discourse Descriptor for Document Incremental Classification Comparison with Deep Learning.

Vincent Poulain D'Andecy, Aurélie Joseph, Joaquín Cuenca, Jean-Marc Ogier

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018

Feature Selection for Document Flow Segmentation.

Ahmed Hamdi, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D'Andecy, Antoine Doucet, Jean-Marc Ogier

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

InDUS: Incremental Document Understanding System Focus on Document Classification.

Vincent Poulain D'Andecy, Aurélie Joseph, Jean-Marc Ogier

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017

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

Proceedings of the First Workshop of Machine Learning, 2017

2016

Entity Local Structure Graph Matching for Mislabeling Correction.

Nihel Kooli, Abdel Belaïd, Aurélie Joseph, Vincent Poulain D'Andecy

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2013

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

Proceedings of the Rencontres des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, 2013

2012

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

Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012