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In this paper, we present Development of computer aided environment for drawing (to set) fill in the blanks that can generate for given paragraph. The System finds fill in the blanks, blanking key generates from the selected statement. Syntactic and lexical features are used in this process. NLP parser is used, part of speech taggers are applied on each of these sentences to encode necessary information. We present our work in designing and implementing the system which generate the blanks. The System is developed in Java using JDBC which is open source. Keyword: Natural Language Processing NLP, Key selection, POS tagging, Sentence selection I. Introduction Now a day, increasing in population affects the number of students in every education stream. If we compare the scenario before 10 to 15 years with the current scenario, the number of students in each stream increases rapidly. In any educational system, student has to appear for the examination to determine their performance and depending upon their performance they will be promoted for the next year. To evaluate the performance of the student different evaluation methods i.e. examination system are implemented. Fill in the blank questions where one or more words are removed from a sentence/paragraph, are easy to evaluate. Preparing this question manually required lots of time and efforts so with the help of this system teacher can automatically generate the fill in the blanks question from given paragraph. Some of the earlier attempts in generating fill in the blanks are given below:

Computer aided environment for drawing (to set) fill in the blank from given paragraph.