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