Text Simplification to Specific Readability Levels

Text Simplification to Specific Readability Levels

The ability to read a document depends on the reader’s skills and the text’s readability level. In this paper, we propose a system that uses deep learning techniques to simplify texts in order to match a reader’s level. We use a novel approach with a reinforcement learning loop that contains a reada...

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Bibliographic Details
Main Authors: Wejdan Alkaldi, Diana Inkpen
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Mathematics
Subjects:
text simplification
deep learning
reinforcement learning
readability level
data augmentation
Online Access:https://www.mdpi.com/2227-7390/11/9/2063

Internet

https://www.mdpi.com/2227-7390/11/9/2063

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