The problem QuesGen solves

Due to the ongoing COVID-19 pandemic worldwide, the education sector has taken a toll on both teachers and student life. The students are unsure about the knowledge they are gaining during the online courses due to the lack of physical interactions. We aim to build an application which will be able to facilitate the teachers in generating questions automatically to be given as a short assessment to the teachers. Other than that any individual appearing for online courses will be able to assess themselves by using our application. It takes in the audio in real time from the online course or a lecture and transcribe it to text. With that text it is processed to generate question of various types like MCQ, FAQ, Paraphrase and Boolean type.

Challenges we ran into

Integrating the models together and generating the final product. Other than that generating distractors or wrong choices was a task to be achieved.