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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 4 | Month- April 2026

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  Published Paper Details:

  Paper Title

DATA DRIVEN ANSWER RETRIEVAL IN OFFLINE QA SYSTEM

  Authors

  Rahul Narayan Nirmal ,  Samir Pradep Patil ,  Samir.patil30@gmail.com,  Yogesh Kulbhushan Murkunde ,  Prof P.A Tak

  Keywords

Question-answer, candidate pool, online, offline, sentiment

  Abstract


Searching the question in the previous asked questions (historical question) to get the meaningful answers. The searched question has more than one answers means we can get pool of multiple answers. Because of this it will take lot of time to browse all the pool of answers and go through it and choose the best one. To solve this problem in this paper we are providing the ranked answers in the form of pairwise comparisons. In particular, it consists of one offline learning component and one online search component. In offline we can find the sentiment in positive, negative and neutral categories to find the proper rank of the answers and suggest best one in that. In this paper provide these three types of training samples. In the online search component, we first collect a pool of answer for the given question via finding similar questions. Then sort the answer candidates by leveraging the offline trained model to judge the preference orders. We have supported the real-time datasets and work on the online and offline methodology.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT1813430

  Paper ID - 189130

  Page Number(s) - 832-843

  Pubished in - Volume 6 | Issue 2 | APRIL 2018

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Rahul Narayan Nirmal ,  Samir Pradep Patil ,  Samir.patil30@gmail.com,  Yogesh Kulbhushan Murkunde ,  Prof P.A Tak ,   "DATA DRIVEN ANSWER RETRIEVAL IN OFFLINE QA SYSTEM", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 2, pp.832-843, APRIL 2018, Available at :http://www.ijcrt.org/papers/IJCRT1813430.pdf

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Call For Paper April 2026
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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