HORAE: an annotated dataset of books of hours. - Mélodie Boillet; Marie-Laurence Bonhomme; Dominique Stutzmann; Christopher Kermorvant (HIP@ICDAR, 2019)

Multiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks. - Mélodie Boillet; Christopher Kermorvant; Thierry Paquet (ICPR, 2020)

Books of Hours. the First Liturgical Data Set for Text Segmentation. - Amir Hazem; Béatrice Daille; Christopher Kermorvant; Dominique Stutzmann; Marie-Laurence Bonhomme; Martin Maarand; Mélodie Boillet (LREC, 2020)

Including Keyword Position in Image-based Models for Act Segmentation of Historical Registers. - Mélodie Boillet; Martin Maarand; Thierry Paquet; Christopher Kermorvant (HIP@ICDAR, 2021)

Drilling a Large Corpus of Document Images of Geological Information Extraction. - Jean-Louis Debezia; Mélodie Boillet; Christopher Kermorvant; Quentin Barral (PKDD/ECML Workshops (2), 2021)

Robust text line detection in historical documents: learning and evaluation methods. - Mélodie Boillet; Christopher Kermorvant; Thierry Paquet (Int. J. Document Anal. Recognit., 2022)

Text Line Detection in Historical Index Tables: Evaluations on a New French PArish REcord Survey Dataset (PARES). - Guillaume Bernard; Casey Wall; Mélodie Boillet; Mickaël Coustaty; Christopher Kermorvant; Antoine Doucet (ICADL (1), 2023)

Key-Value Information Extraction from Full Handwritten Pages. - Solène Tarride; Mélodie Boillet; Christopher Kermorvant (ICDAR (2), 2023)

SIMARA: A Database for Key-Value Information Extraction from Full-Page Handwritten Documents. - Solène Tarride; Mélodie Boillet; Jean-François Moufflet; Christopher Kermorvant (ICDAR (3), 2023)

Handwritten Text Recognition from Crowdsourced Annotations. - Solène Tarride; Tristan Faine; Mélodie Boillet; Harold Mouchère; Christopher Kermorvant (HIP@ICDAR, 2023)

Détection d'Objets dans les documents numérisés par réseaux de neurones profonds. - Mélodie Boillet (CoRR, 2023)

SIMARA: a database for key-value information extraction from full pages. - Solène Tarride; Mélodie Boillet; Jean-François Moufflet; Christopher Kermorvant (CoRR, 2023)

Détection d'objets dans les documents numérisés par réseaux de neurones profonds. (Object detection in digitized documents by neural networks). - Mélodie Boillet (2023)

Confidence Estimation for Object Detection in Document Images. - Mélodie Boillet; Christopher Kermorvant; Thierry Paquet (Pattern Recognit. Lett., 2023)

Large-scale genealogical information extraction from handwritten Quebec parish records. - Solène Tarride; Martin Maarand; Mélodie Boillet; James McGrath; Eugénie Capel; Hélène Vézina; Christopher Kermorvant (Int. J. Document Anal. Recognit., 2023)

The Socface Project: Large-Scale Collection, Processing, and Analysis of a Century of French Censuses. - Mélodie Boillet; Solène Tarride; Yoann Schneider; Bastien Abadie; Lionel Kesztenbaum; Christopher Kermorvant (ICDAR (3), 2024)

Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library. - Solène Tarride; Yoann Schneider; Marie Generali-Lince; Mélodie Boillet; Bastien Abadie; Christopher Kermorvant (ICDAR (5), 2024)