/MCQ-generator

Primary LanguageJupyter Notebook

MCQ generator using NLP

Converting Audio, video, pdf files to MCQs

  • Aim: Improve online education by enhancing video lectures.
  • Purpose: Provide students with opportunities for active learning and assessment during the lecture.
  • Approach: Develop a system to automatically generate Multiple-Choice Questions (MCQs).
  • Tools: Utilize Pytube, Python, OpenAI's Whisper API, and Spacy for the task.
  • NLP Techniques: Apply Natural Language Processing (NLP) and AI methods.
  • Result: Generate high-quality MCQs complete with distractors for a comprehensive assessment.