Automatic Question Generation NLP Tools

Tools that automatically generate questions (MCQs, short-answer, essay) from text documents, PDFs, or datasets for educational purposes. Does NOT include question-answering systems, chatbots, or general QA retrieval.

There are 23 automatic question generation tools tracked. 1 score above 50 (established tier). The highest-rated is PragatiVerma18/MLH-Quizzet at 56/100 with 99 stars.

Get all 23 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=automatic-question-generation&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	PragatiVerma18/MLH-Quizzet This is a smart Quiz Generator that generates a dynamic quiz from any...	56	Established	99	Python
2	Saptak625/Quizolytics Quizolytics is a natural language processer to analyze question datasets and...	34	Emerging	8	HTML
3	Karthick47v2/quizzzy-backend Generate MCQ questions from context	32	Emerging	2	Python
4	Karthick47v2/quizzzy Flutter app for automatic multiple choice questions generation from PDF	32	Emerging	12	Dart
5	FawziElNaggar/Question-MCQ-_Answer_Generation Building this project to generate MCQ Questions from any type of text and...	32	Emerging	4	Python
6	2pa4ul2/MCQ-Quiz-Maker-NLP Quizzable a quiz generator for short reviews with Spacy and NLTK	31	Emerging	2	Jupyter Notebook
7	prachijain136/MCQ_Generator Automated Question Generator & Summarizer using BERT (Bidirectional Encoder...	31	Emerging	28	HTML
8	DARK-art108/High-Quality-MCQ-Generator-Using-GPT-3 Built a High-Quality MCQ Generator Using GPT-3	31	Emerging	4	Jupyter Notebook
9	ktr-skmt/FelisCatusZero This system answers world history essay questions in Japanese and evaluate...	30	Emerging	6	Scala
10	vaishnaviverma/MCQ-Generator A project that will create MCQs from a text article.	29	Experimental	7	Jupyter Notebook
11	vyshakputhusseri/MainProject The project was to generate the MCQ for reading comprehension. Guided by ...	29	Experimental	9	Jupyter Notebook
12	ByteCola/Flask-Travel-NLP-QA 一个NLP旅游景点问答系统，基于BM25,Fuzzy算法实现	24	Experimental	5	SCSS
13	Deepender25/FlashCard-Generator AI Flashcard Generator 🧠📚 Convert educational content into Q&A flashcards...	24	Experimental	3	Python
14	najjarfred/DocQA Extractive question answering streamlit portal utilising LLM BigBird and...	22	Experimental	2	Python
15	Shani-Sinojiya/SandalQuest AI/ML project for recognizing colloquial Kannada speech and building a...	21	Experimental	1	Jupyter Notebook
16	TrongNV2003/QA-Generation-using-LLMs-for-education Auto create question sheet: multiple-choice or sentences from provided document	17	Experimental	1	Python
17	Jo-Pan/FlowLearn Evaluating Large Vision-Language Models on Flowchart Understanding....	13	Experimental	10	Python
18	MuhammadSulaiman001/Master-MCQ Automatic Question Generation (MCQ, Arabic/English)	13	Experimental	3	—
19	xdqc/Knowledge-Bomb A quiz game, a mind graph generator, an ice breaker to galvanize undercurrent ideas	11	Experimental	—	JavaScript
20	charleprr/smart Automatic quiz generation for teachers, students and parents	11	Experimental	—	Python
21	i-naeem/mcsques.ai :robot: Generate MCQs from text using NLTK and BertSummarizer	10	Experimental	2	Python
22	alihanekiz/nlp-edu A NLP-project for generating questions from lecture PDFs.	10	Experimental	2	Python
23	pedroandreou/MCQs-DistractorsGenerator-NLP An end-to-end solution on how MCQs can be generated using T5 transformer...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

MLH-Quizzet and MCQ-Quiz-Maker-NLP (56 vs 31)