I have just worked out a solution:
Just physically copy itextpdf-5.5.0.jar from the folder containing this jar file and paste into /WEB-INF/lib folder under my project in eclipse. Make sure to see only one file called itextpdf-5.5.0.jar in /WEB-INF/lib folder