A huge amount of information is generated every day from many sources like news, social media, RSS feeds, and others. It is difficult for one to read and digest all content at the same pace, so this needs to be effectively summarized to be useful. The Automatic Text Summarization has become essential that reduces the large text of a document to a summary but conveying the gist of the whole document.