Rohan-Thoma/Multiple-choice-question-generator-using-NLP
Project aims at generating multiple choice questions along with the options and correct answer using NLP and Large Language Models, so that given any text from any text book , the model will generate multiple choice questions , so that it can aid educators in creating engaging and challenging assessments for their students.
Implements a multi-stage pipeline combining extractive/abstractive summarization, keyword extraction (YAKE, KeyBERT, TopicRank), and T5 transformer-based question generation trained on SQuAD datasets. Generates plausible distractors using WordNet and word sense disambiguation with BERT to create semantically similar wrong answers, avoiding reliance on external APIs for production deployment.
No commits in the last 6 months.
Stars
27
Forks
5
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Dec 29, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/Rohan-Thoma/Multiple-choice-question-generator-using-NLP"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
priyam-hub/TestPaperPro
The Dynamic Test Paper Generator using Bloom's Taxonomy is a Streamlit-based application that...
Azazel0203/MCQ_GENERATOR
The "MCQ Generator with Streamlit" web app utilizes OpenAI's language models to create...
rhythmd18/SmartClarify
An AI-based doubt solving app designed for students. Built using the Google's Gemini Pro model.
muhammadadilnaeem/MCQ-Generator-using-OpenAI-Langchain-Streamlit
The MCQ Generator is a comprehensive project designed to generate multiple-choice questions...
leodeveloper/mcqgen
This project aims to automate the process of generating multiple-choice questions (MCQs) using...