Case study
NLP based Auto Question Generation Application
An NLP learning tool for a US edtech company that reads a passage and generates fill-in-the-blank, true/false, multiple-choice and short questions.
- Client
- US-based edtech company
- Industry
- Education
- Services
- AI & Machine Learning, Web & Mobile Apps
- Year
- 2022
The Challenge
US-based Edtech wanted a simple education platform that allows students and teachers to interact using AI.
The Objective
Develop an advanced learning tool leveraging NLP to simplifying and improving the learning process for students, teachers, and lifetime learners.
Features
- The system comprehends the passage and generates the questions in different desired forms including as filling in the blanks, true/false, multiple choice, and brief questions.
- In a very simple format, the student is able to perform a self-assessment. A file is uploaded, from which the system requests a few selected keywords for the quiz which the student is required to answer.
- The system allows user to share/save the generated questions.
- In addition, the solution accepts input as passage/text in image, text, video, and audio to generating a range of questions.
- Simultaneously the system creates a database of questions and answers to the benefit of both learners and teachers.
Results
The AI-powered system automated learning and made it simpler for both teachers and students.
