Inspiration
Quizzes for Caronte and predicting final marks of students using AI
What it does
It's an interactive quiz platform designed for both students that encounter difficulties and students that will probably but are still up for a challenge! Students that have difficulties (the predicted final mark is below 5) will be the main target for these quizzes!
How we built it
Leveraging Flan-T5's natural language task specifications we can generate questions, get answers and solutions to these questions! We also propose a regressive problem that's ultimately treated as a binary classification problem where if the student gets a mark lower than 5 he's recommended to take on a quiz and enjoy a fun game!
Challenges we ran into
Time constraints.
Accomplishments that we're proud of
Developing a fun way for students to engage with academic content.
What we learned
AI/ML, NLP, DBs
What's next for QuizWit AI
Robustness, faster inference..
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