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Found 8 papers, 0 papers with code
Revisiting N-Gram Models: Their Impact in Modern Neural Networks for Handwritten Text Recognition
In recent advances in automatic text recognition (ATR), deep neural networks have demonstrated the ability to implicitly capture language statistics, potentially reducing the need for traditional language models.
Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library
PyLaia is one of the most popular open-source software for Automatic Text Recognition (ATR), delivering strong performance in terms of speed and accuracy.
The Socface Project: Large-Scale Collection, Processing, and Analysis of a Century of French Censuses
For this project, we developed a complete processing workflow: large-scale data collection from French departmental archives, collaborative annotation of documents, training of handwritten table text and structure recognition models, and mass processing of millions of images.
Reading Order Independent Metrics for Information Extraction in Handwritten Documents
In this paper, we propose and publicly release a set of reading order independent metrics tailored to Information Extraction evaluation in handwritten documents.
Handwritten Text Recognition from Crowdsourced Annotations
However, selecting training samples based on the degree of agreement between annotators introduces a bias in the training data and does not improve the results.
Ranked #1 on
Handwritten Text Recognition
on Belfort
Large Scale Genealogical Information Extraction From Handwritten Quebec Parish Records
Verification of the birth and death acts from this sample shows that 74% of them are considered complete and valid.
Key-value information extraction from full handwritten pages
We propose a Transformer-based approach for information extraction from digitized handwritten documents.
SIMARA: a database for key-value information extraction from full pages
We propose a new database for information extraction from historical handwritten documents.
Ranked #1 on
Key Information Extraction
on SIMARA
