Question Generation System for Marathi Text

Authors(2) :-Deepali K. Gaikwad, C. Namrata Mahender

Text summarization is process of selecting important information of source document or data and produce short summary. Manually summarize large document is very difficult. Summarization has been done in various Indian as well as non- Indian languages. But, not much work has been done for Marathi language. The present research paper, represent question generation system for Marathi text with rule based approach. The rule based approach of abstractive text summarization is used for generate question on Marathi text for this POS tagger, Named Entity Recognition and Rule based stemmer techniques are applied for generate the question. After generating questions, question are classify and then questions are rank the according to frequency or priority and answer of the ranked question is summary of given input.

Authors and Affiliations

Deepali K. Gaikwad
Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, Maharashtra, India
C. Namrata Mahender
Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, Maharashtra, India

POS Tagging, Named Entity Recognition, Stemming, Rule Based Approach.

  1. Deepali K.Gaikwad and C.Namrata Mahender.2016."A Review Paper on Text Summarization".International Journal of Advanced Research in Computer and Communication Engineering.(Mar.2016).Vol.5, Issue 3.
  2. Shikha Grag and Vishal Goyal. 2013."System for Generating Questions Automatically From Given Punjabl Text".(2013). ITC.
  3. Govilkar Sharvari, Bakal J.W and Rathod Shubhangi.2015."Part of Speech Tagger for Marathi Language".International Journal of Computer Applications.(2015) Volume 119-No.18.
  4. Ramandeep Kaur and Shilpy Bansal.2014."A Review on various Techniques for Automatic Question Generation".International Journal of Emerging Trends & Technology in Computer Science (IJETTCS).(2014) Vol.3.Issue 6.
  5. Payal Grag and Er.Charndeep Singh Bedi.2014."A review on Question Generation System Form Punjabi Text".International Journal of Emerging Trends and Technology in Computer Science (ITETTCS).(2014).
  6. Jasmeet Singh and Vishal Gupta.2016."A Systematic Review of Text Stemming Techniques".Artif Intell Rev Springer Science Business Media Dordrecht.(2016).
  7. Majgaonker Mudassar M.And Siddiqui Tanveer J, 2010."Discovering Suffixes : A case Study for Marathi Language". International Journal on Computer Science and Engineering.(2010).Vol.02.No.08.
  8. Deepali K.Gaikwad, Deepali Sawane and C.Namrata Mahender. 2017."Rule Based Question Generation for Marathi Text Summarization using Rule Based Stemmer" IOSR Journal of Computer Engineering (IOSR-JCE).(2017).Vol.3.pp 51-54.
  9. Sheetal Rakangor, Y.R.Ghodasara.2015."Literature Review of Automatic Question Generation Systems".International Journal of Scientific and Research Publications.(Jan 2015) .
  10. Deepali K.Gaikwad, Vaishali Kadam and C.Namrata Mahender."Question Based Text Summarization Under  Rule Based Framework".(Presecnted in 2nd ICKE  2016, Dr.B.A.M.U, Aurangabad, MS, India).
  11.  katha-marathi-goshti-marathi-bodh-katha)/Marathi-bodh-katha-on-opportunity-in-life.

Publication Details

Published in : Volume 3 | Issue 3 | March-April 2018
Date of Publication : 2018-04-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 246-249
Manuscript Number : CSEIT183370
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Deepali K. Gaikwad, C. Namrata Mahender, "Question Generation System for Marathi Text", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 3, pp.246-249, March-April-2018.
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