Abstract: In recent years abstractive text summarization (ATS) research has made considerable progress attributed to two key improvements, deep neural modeling and likelihood estimation based sampling ...

Abstract: Automated information retrieval and text summarization concept is a difficult process in natural language processing because of the infrequent structure and high complexity of the documents.