Context-aware automatic text simplification

Abstract

Text simplification is the process of transforming complex text into simple text while retaining its original meaning. Simplified text is easy to read and understand by different groups of people, especially children, non-native speakers, and people with mental disabilities (autism, aphasia, dyslexia). The biggest challenge in Text Simplification is to get the text as simple as possible while preserving the same meaning. In this paper, we are proposing a new research on Text Simplification, which follows human behaviour by taking into account the context from surrounding sentences.