Text simplification is a research area within natural language processing that focuses on making text easier to understand for a wider audience. This can involve removing complex vocabulary, restructuring sentences for clarity, and simplifying grammar and syntax. Text simplification aims to improve readability, comprehension, and accessibility of information in text documents. This research area is particularly important for individuals with cognitive or reading difficulties, non-native speakers, and those learning a new language.