Automatic Simplification of Lithuanian Administrative Texts
Justina Mandravickaitė,
Eglė Rimkienė,
Danguolė Kotryna Kapkan
et al.
Abstract:Text simplification reduces the complexity of text while preserving essential information, thus making it more accessible to a broad range of readers, including individuals with cognitive disorders, non-native speakers, children, and the general public. In this paper, we present experiments on text simplification for the Lithuanian language, aiming to simplify administrative texts to a Plain Language level. We fine-tuned mT5 and mBART models for this task and evaluated the effectiveness of ChatGPT as well. We … Show more
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