3 citations · 6 across the 6 of their papers we have counts for
7 papers
METATR: A Multilingual, Evolving Benchmark for Automatic Text Recognition
Mélodie Boillet, Solène Tarride, Christopher Kermorvant
Benchmarks that reflect the diversity and complexity of real-world documents are essential for accurately evaluating Automatic Text Recognition (ATR) systems, especially Vision-Lar…
Normalized vs Diplomatic Annotation: A Case Study of Automatic Information Extraction from Handwritten Uruguayan Birth Certificates
Natalia Bottaioli, Solène Tarride, Jérémy Anger +8
This study evaluates the recently proposed Document Attention Network (DAN) for extracting key-value information from Uruguayan birth certificates, handwritten in Spanish. We inves…
Callico: a Versatile Open-Source Document Image Annotation Platform
Christopher Kermorvant, Eva Bardou, Manon Blanco +1
This paper presents Callico, a web-based open source platform designed to simplify the annotation process in document recognition projects. The move towards data-centric AI in mach…
Revisiting N-Gram Models: Their Impact in Modern Neural Networks for Handwritten Text Recognition
Solène Tarride, Christopher Kermorvant
In recent advances in automatic text recognition (ATR), deep neural networks have demonstrated the ability to implicitly capture language statistics, potentially reducing the need…
Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library
Solène Tarride, Yoann Schneider, Marie Generali-Lince +3
PyLaia is one of the most popular open-source software for Automatic Text Recognition (ATR), delivering strong performance in terms of speed and accuracy. In this paper, we outline…
Reading Order Independent Metrics for Information Extraction in Handwritten Documents
David Villanova-Aparisi, Solène Tarride, Carlos-D. Martínez-Hinarejos +3
Information Extraction processes in handwritten documents tend to rely on obtaining an automatic transcription and performing Named Entity Recognition (NER) over such transcription…
The Socface Project: Large-Scale Collection, Processing, and Analysis of a Century of French Censuses
Mélodie Boillet, Solène Tarride, Manon Blanco +5
This paper presents a complete processing workflow for extracting information from French census lists from 1836 to 1936. These lists contain information about individuals living i…