Question Generation NLP Tools

Tools and models for automatically generating questions from text, documents, or structured data. Includes question paraphrasing and question-answer pair generation. Does NOT include question answering, question similarity matching, or dialogue systems.

There are 48 question generation tools tracked. The highest-rated is asahi417/lm-question-generation at 42/100 with 372 stars.

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#	Tool	Score	Tier	Stars	Language
1	asahi417/lm-question-generation Multilingual/multidomain question generation datasets, models, and python...	42	Emerging	372	Python
2	SparkJiao/SLQA An Unofficial Pytorch Implementation of Multi-Granularity Hierarchical...	41	Emerging	75	Python
3	MurtyShikhar/Question-Answering TensorFlow implementation of Match-LSTM and Answer pointer for the popular...	41	Emerging	135	Python
4	hsinyuan-huang/FlowQA Implementation of conversational QA model: FlowQA (with slight improvement)	40	Emerging	196	Python
5	allenai/aokvqa Official repository for the A-OKVQA dataset	39	Emerging	113	Python
6	liamdugan/summary-qg Code for the ACL 2022 Paper "A Feasibility Study of Answer-Agnostic Question...	38	Emerging	16	Python
7	DevSinghSachan/emdr2 Code and Models for the paper "End-to-End Training of Multi-Document Reader...	37	Emerging	110	Python
8	holylovenia/question-answer-generation Question-answer generation from text	37	Emerging	72	Jupyter Notebook
9	Yifan-Gao/Distractor-Generation-RACE [AAAI 2019] Generating Distractors for Reading Comprehension Questions from...	36	Emerging	70	Python
10	alexa/alexa-point-of-view-dataset Point of View (POV) conversion dataset. Messages spoken to virtual...	36	Emerging	9	HTML
11	Shivanshu-Gupta/Visual-Question-Answering CNN+LSTM, Attention based, and MUTAN-based models for Visual Question Answering	36	Emerging	79	Python
12	Kyung-Min/CompareModels_TRECQA Compare six baseline deep learning models on TrecQA	35	Emerging	60	Jupyter Notebook
13	bernhard2202/rankqa This is the PyTorch implementation of the ACL 2019 paper RankQA: Neural...	34	Emerging	83	Python
14	Shashwath-kumar/Question-Generation-by-Asking-Questions Unofficial implementation of the paper: Learning to Generate Question by...	32	Emerging	5	Python
15	Karthick47v2/question-generator Question generation from given context using Transformers.	32	Emerging	3	Jupyter Notebook
16	Erhtric/neural-question-generation This is the repo for the project in Natural Language Processing at @unibo. ...	32	Emerging	4	Jupyter Notebook
17	malcolmgreaves/auto-gfqg Automatic Gap-Fill Question Generation	31	Emerging	18	Roff
18	aagohary/canard Repo for the question-in-context rewriting baseline presented in Elgohary et...	30	Emerging	24	Perl
19	ShiZhengyan/LearnToAsk [NAACL 2022] Dataset and codes for the paper titled "Learning to Execute...	30	Emerging	12	Python
20	Christoph911/Pro-Ve_2022_Appendix Source code and data of the Paper "Collaborative System for Question...	30	Emerging	2	Jupyter Notebook
21	KazutoshiShinoda/ShortcutLearnability Which Shortcut Solution Do Question Answering Models Prefer to Learn? (AAAI2023)	30	Emerging	6	Jupyter Notebook
22	ZahraArshia/PeQa A massive dataset of 14 million pairs of dialogues in Persian and its...	30	Emerging	6	Jupyter Notebook
23	tshrjn/qgen Question generation from Reading Comprehension	29	Experimental	18	Jupyter Notebook
24	abhi1nandy2/EMNLP-2021-Findings This repo has the code for the paper "Question Answering over Electronic...	29	Experimental	36	HTML
25	sheffieldnlp/deepQuest-py Large and Distilled Models for Quality Estimation of Machine Translation	29	Experimental	7	Python
26	boostcampaitech2/final-project-level3-nlp-09 Twenty-Questions Game	27	Experimental	7	Python
27	UKPLab/scicoqa Official Code for "SciCoQA: Quality Assurance for Scientific Paper--Code...	27	Experimental	6	HTML
28	seoneun/KoBART-Question-Generation KorQuAD Korean domain Question Generation module based on KoBART	27	Experimental	29	Python
29	meghabyte/acl2021-education Code for "Question Generation for Adaptive Education", to appear at ACL 2021.	26	Experimental	34	Jupyter Notebook
30	lesterpjy/numeric-t5 Training T5 to perform numerical reasoning.	26	Experimental	23	Jupyter Notebook
31	minji-o-j/BERT-Question-Generation A Recurrent BERT-based Model for Question Generation (BERT Text Generation)	25	Experimental	5	Python
32	dmis-lab/LIQUID LIQUID: A Framework for List Question Anwering Dataset Generation (AAAI 2023)	24	Experimental	28	Python
33	shrijayan/Automatic-Question-Generator Automatic Question Generation (AQG) is a process by which computer systems...	24	Experimental	3	Jupyter Notebook
34	pillowsofwind/DebateQA [EACL 2026] The official GitHub repo for the paper "DebateQA: Evaluating...	23	Experimental	11	Python
35	luohongyin/RGX Synthetic QA generation for long documents.	23	Experimental	16	Python
36	maksym-taranukhin/info_gatherer Code for the "InfoGatherer: Principled Information Seeking via Evidence...	22	Experimental	1	—
37	muchad/qaqg Indonesian Question Answering and Question Generation using Transformers	21	Experimental	9	Python
38	xiangyue9607/C-MORE Code for the ACL2022 paper "C-MORE: Pretraining to Answer Open-Domain...	20	Experimental	7	—
39	prakhargurawa/Question-Paraphrasing-System The task is to generate paraphrased questions, that is questions that have...	20	Experimental	5	Jupyter Notebook
40	umass-ml4ed/question-gen-aug-ranking Official repo for "Improving Reading Comprehension Question Generation with...	20	Experimental	8	Python
41	KazutoshiShinoda/VQAG The official codes and data of our ACL-IJCNLP 2021 SRW paper: "Improving the...	19	Experimental	3	—
42	deelipvenkat/Match_Lstm_Pytorch Machine Comprehension on Squad Dataset using Match-LSTM + Ans-Ptr Network	19	Experimental	1	Python
43	seoneun/T5-Question-Generation SQuAD Question Generation module based on T5-large	19	Experimental	17	Python
44	tugrulhkarabulut/question-generation Implementation of automatic question generation with Encoder-Decoder LSTM...	12	Experimental	7	Python
45	harshraj22/vqa For storing the complete exploration of Visual Question Answering for our...	12	Experimental	5	Python
46	c1utchforward/GIF-QA Documentation of the approach employed to tackle the task of GIF Question Answering	10	Experimental	1	Jupyter Notebook
47	darth-c0d3r/neural-question-generation Finetuning a Transformer model for a seq2seq task and deploying it on the...	10	Experimental	2	Python
48	SauronLee/Finding-NLP-Papers This repository provides the source codes of "Finding NLP Papers by Asking a...	10	Experimental	2	Python