Abstract
Abstract: The traditional method of setting a question paper by a particular person teaching in the university. This method is limited in terms of the number of questions, the difficulty of the question paper, and the experience of the lecturers. Generating large question banks can aid in generating a question paper with a random difficulty level. This can be useful for schools, colleges, autonomous Institutes, and Universities. We propose, designing a portal that allows the lecturers from various institutes to log in and submit the questions to the board and another login for the board or the administrators who can check all the questions and validate the questions so that the question paper or a question bank can be, generated automatically by the system. Lecturers can set the level of difficulty i.e., Easy, average, and difficult for each question while submitting the questions and board members can instruct the automatic question paper generator system to set the difficulty of question paper by allotting the number of questions to be picked from each difficulty type. The system will detect the questions that have the same semantics but a different representation to avoid ambiguity while generating the question paper
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