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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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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
MULTILINGUAL TRANSLATION VIA NON NEGATIVE MATRIX FACTORIZATION USING HADOOP.
Authors
Tushar Kisan Chaudhari, Suyog S. Majgaonkar, Atharva A. Karmarkar, Atul Ashoke Sonawane, Dr.(Mrs.)A.P.Adsul
Keywords
NaturalLanguage Processing, Information Retrieval,CommunityQuestionAnswering,Question Retrieval,Text Mining.
Abstract
CQA helpful in answering real world questions provide answer to human. In this work, System proposes elective approach to address the word ambiguity and word mismatch issues by exploiting conceivably rich semantic data drawn from different language. The translated words from other languages via non-negative matrix factorization. Contextual is exploited during the translation from one language to another language by using Google Translate. Thus, word ambiguity can be solved when questions are translated. Multiple words that have similar meanings in one language may be translated into a unique word or a few words in a foreign language. It is a word-based translation language model for re trivial with query likelihood model for answer. If system translate the question word by word, it discards the contextual information. Then such translations would not be able to solve word ambiguity problem.
IJCRT's Publication Details
Unique Identification Number - IJCRT1813481
Paper ID - 189238
Page Number(s) - 250-258
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
Tushar Kisan Chaudhari, Suyog S. Majgaonkar, Atharva A. Karmarkar, Atul Ashoke Sonawane, Dr.(Mrs.)A.P.Adsul, "MULTILINGUAL TRANSLATION VIA NON NEGATIVE MATRIX FACTORIZATION USING HADOOP. ", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 2, pp.250-258, APRIL 2018, Available at :http://www.ijcrt.org/papers/IJCRT1813481.pdf
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Volume 14 | Issue 4
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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