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Automated Software engineering has been an area of interest for NLP scientists for last many decades. Various scientists have investigated applicability of the natural language based interfacing for business/software requirement analysis. Some of them are using rule based approach and some of them have used neural networks and case based reasoning, etc. These techniques provide results up to 70 -80%. The key objective of this research paper is to investigate the use of recently introduceddoi:10.7763/ijcee.2010.v2.181 fatcat:jjw4ku4vsjh7zim7632wp6f6xy