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Detection of Duplicate Question Pairs by Applying Proposed BoW, TF-IDF, and USE Approach

  • Manish Raj,
  • Juginder Pal Singh,
  • Akhilesh Kumar Singh,
  • Avick Kumar Dey,
  • Pradeep Kumar Singh,
  • Surabhi Kesarwani

摘要

Plenty of social media sites where users can put up questions on topics has been coming up in recent times. Quora is one such social networking website where user questions are posed and answered by experts who provide insights about quality. The role of identifying duplicate texts involves profound semantic level comprehension in natural language processing. A duplicate text is nothing but a re-statement of an article, statement, etc. In identifying the sentence similarity, traditional NLP techniques have less accuracy.