Enhancing Bangla text summarization in a monolingual setting

Abstract

Text summarization entails the automated generation of a short overview of a long text, such as an article, paper or collection of documents, while maintaining its main details. It aims to compress the size of the original text while maintaining its fundamental significance and expressing the key concepts. Our target is to enhance the precision and insightful summarization of monolingual Bengali writing. In a monolingual setting, to summarize Bangla text more precisely we will gather a dataset. The design of sophisticated models and algorithms will develop the text summarization of the Bengali language, thus aiding in the exploration of the distinct linguistic characteristics of Bengali. Bangla text Summarization is beneficial for numerous individuals, such as scholars, learners, teachers, reporters, creators, technology enthusiasts and language learners, who confront Bangla texts regularly. In short,those who work with Bangla language documents and want a concise synopsis of extensive materials would find it useful.