The Quiz Generator is an NLP based end to end system which can create quizzes based upon any text or topic that you provide it.
This website can accept text from the user and create fill in the blank & Wh-? type questions on that text with the following steps:
- Use sentences inside the text, summarize the text if too long.
- Choose word to remove from the sentence
- Use word2vec or NER Knowledge Base for getting similar options.
- Parts of Speech Identification
- Pass data from above step to rule based algorithm
- Rephrase sentence into a “What” question using reverse sentence indexing.
UI Template Used: https://codepen.io/geertjanhendriks/pen/nztgv