Automatic Text Simplification for Lithuanian: Transforming Administrative Texts into Plain Language

Automatic Text Simplification for Lithuanian: Transforming Administrative Texts into Plain Language

In this study, we present the results of experiments on text simplification for the Lithuanian language, where we aim to simplify administrative-style texts to the Plain Language level. We selected mT5, mBART, and LT-Llama-2 as the foundational models and fine-tuned them for the text simplification...

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Bibliographic Details
Main Authors: Justina Mandravickaitė, Eglė Rimkienė, Danguolė Kotryna Kapkan, Danguolė Kalinauskaitė, Antanas Čenys, Tomas Krilavičius
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Mathematics
Subjects:
text simplification
Lithuanian
plain language
transformers
mBART
mT5
Online Access:https://www.mdpi.com/2227-7390/13/3/465

Internet

https://www.mdpi.com/2227-7390/13/3/465

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