The rapid development of the World Wide Web and online information services has increased the accessibility of information everywhere. It is necessary to provide information that is more structured and synthesized in order to make things more efficient. Automatic generation of text through information extraction is a key area in linguistic research today.  This includes automatic question and answering, document summarization and visualization techniques. Semantic graph is the major source ...