Automatic Question Generation System using Machine Learning |
Author(s): |
| Jogdand Prasad Pratap , SVPMS COE MALEGAON BK; Deokate Harshada G, SVPMS COE MALEGAON BK; Satpute Priyanka S, SVPMS COE MALEGAON BK; Shaikh Sameer B, SVPMS COE MALEGAON BK |
Keywords: |
| Question Generation, Tokenization, POS, NLP, Data Mining |
Abstract |
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In this project we have presented an approach to generate questions from a paragraph and the size of the paragraph is defined by its scope. A mix of syntax and semantic based approach to natural language processing is used to generate the questions from the paragraph. Important sentences from the paragraph are selected based upon the certain features and the questions are generated for these selected sentences. Our system implements generation of question from paragraph and also generating simple and complex types of questions. And the research till date works on either implementing question generation from single sentences or implementing generation of simple questions from paragraph or implementing question generation of complex questions from paragraph. |
Other Details |
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Paper ID: IJSRDV7I30831 Published in: Volume : 7, Issue : 3 Publication Date: 01/06/2019 Page(s): 1521-1524 |
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