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BlanQ : Using NLP to generate Multiple-Choice Questions from any document

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BlanQ

Using NLP to generate Multiple-Choice Questions from any document

  • Statistically determines best entities to blank
  • Generate semantically similar options based on context and corpus
  • Better than subjective questions MC questions tests student's understanding of concepts and can exhibit broad ranges of difficulty, probe different cognitive processes and, therefore, test different levels of under- standing.

Problem

Quiz creation currently requires

  • Manual effort,
  • Making the process difficult to adapt and scale.

Features

Generate quiz

  • From any document
  • On any topic in any genre (Educational or Recreational)
  • From any paragraph

Scope

  • Competitive Exams
  • Quiz Games
  • Test knowledge on any topic or book
  • Helps students learn without any adult supervision

Incentivizing kids to learn

  • Requires RaspberryPi controlling power of TV
  • Kids can click on "Submit" after each quiz
    • Score is sent to a Flask Server (PiServer.py) running on Pi
    • If score > 70, an hour of TV (viewing time) is added to timeout

Note : Quality of questions generated from PDFs depends on PDF and text parsed from PDF

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BlanQ : Using NLP to generate Multiple-Choice Questions from any document

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