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Interactive machine translation for the language modernization and spelling normalization of historical documents

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Bibliographic Details
Main Authors: Miguel, Domingo, Francisco, Casacuberta
Format: Book
Language:English
Published: Springer 2023
Subjects:
Interactive machine translation
Online Access:https://link.springer.com/article/10.1007/s10044-023-01164-w
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8353
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spelling oai:localhost:PNK-83532023-04-27T07:16:46Z Interactive machine translation for the language modernization and spelling normalization of historical documents Miguel, Domingo Francisco, Casacuberta Interactive machine translation CC BY Historical documents are an important part of our cultural heritage. Among other task related to their processing, it is important to modernize their language in order to make them accessible to a broader audience and to achieve an orthography consistency to reduce the linguistic variation inherent in them. Language modernization and spelling normalization have those goals in mind. However, they still have a long way to go. Thus, in order to help scholars generate error-free modernizations/normalizations when the quality is essential, we propose an interactive framework based on interactive machine translation. In this work, we deployed two different interactive protocols into these tasks. We evaluated our proposal under simulated environments, observing significant reductions of the human effort. 2023-04-27T07:16:46Z 2023-04-27T07:16:46Z 2023 Book https://link.springer.com/article/10.1007/s10044-023-01164-w https://dlib.phenikaa-uni.edu.vn/handle/PNK/8353 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Interactive machine translation
spellingShingle Interactive machine translation
Miguel, Domingo
Francisco, Casacuberta
Interactive machine translation for the language modernization and spelling normalization of historical documents
description CC BY
format Book
author Miguel, Domingo
Francisco, Casacuberta
author_facet Miguel, Domingo
Francisco, Casacuberta
author_sort Miguel, Domingo
title Interactive machine translation for the language modernization and spelling normalization of historical documents
title_short Interactive machine translation for the language modernization and spelling normalization of historical documents
title_full Interactive machine translation for the language modernization and spelling normalization of historical documents
title_fullStr Interactive machine translation for the language modernization and spelling normalization of historical documents
title_full_unstemmed Interactive machine translation for the language modernization and spelling normalization of historical documents
title_sort interactive machine translation for the language modernization and spelling normalization of historical documents
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10044-023-01164-w
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8353
_version_ 1764358631017414656
score 8.887929

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