Recently, text simplification has raised a lot of interest in the scientific community as numerous texts, including classroom books, scientific articles, legal and financial documents, prove to be too ...

Text simplification typically operates at the sentence level, with each complex sentence being transformed into a simpler alternative. At the intersection of text simplification and summarization, ...

A new study found that automatic text simplification made English text more comprehensible for second language learners beyond a certain level of reading proficiency. Credit: Dennis Murphy Odo from ...

For students learning a second or foreign language, text is often simplified to ensure that they can comprehend it well enough to understand the core message. Usually, complicated text in a foreign ...

Abstract: Recent text simplification approaches regard the task as a monolingual text-to-text generation inspired by machine translation. In particular, the transformer-based translation model ...

Abstract: Chinese is a complex language, creating a demand for text simplification in various contexts. Traditional text simplification models have primarily relied on pre-trained models. With the ...

Data collection for a German Simplification Corpus. Later on an overvoew of all requested websites will be added. Furthermore, the license, the code for craling and aligning will be added.

The neural text simplification concurrently performs lexical simplification and content reduction. The neural networks can be trained end to end without the need of having external decoders. The text ...