Automatic Question Paper Generator

This process involves using Natural Language Processing (NLP) techniques, specifically LSTM (Long Short-Term Memory) algorithms, to generate questions from text while ensuring semantic accuracy and syntactic coherence. Unlike tasks such as summarization and paraphrasing, generating questions requires not only understanding the text but also being able to frame questions that elicit specific information, thus necessitating answers. To overcome this challenge, the approach involves several steps. First, the text undergoes preprocessing with NLP techniques to remove irrelevant or redundant information, as well as to identify and extract