I have a project where I randomly generates a multiple choice questions about programming language like c++, and if the student choose the wrong answer then the model should generates a new question similar to the old one.
Q1-What is the best suitable model for this task?
2-I couldn’t find any dataset which contains a multi-choice questions about c++, so I decided to generate one by following these steps:
2.1-I’ll give a smart AI Model like ChatGPT 10-15 MCQuestions about certain topic like pointers.
2.2-ask it to generate 10-20 more questions about the same topic.
2.3-give the generated question to another smart AI Model like copilot and ask whether or not they are good and related to the same topic.
2.4-if yes then I’ll add them into the Dataset file in this format :
Question, Option a, Option b, Option c, Option d, Correct Answer, Topic, Chapter, Level.
Q2-is the previous steps a good way to build a high quality dataset? If not, where do I find one, or How to build one from scratch?