Question Generation

The goal of Question Generation is to generate a valid and fluent question according to a given passage and the target answer. Question Generation can be used in many scenarios, such as automatic tutoring systems, improving the performance of Question Answering models and enabling chatbots to lead a conversation.

Source: Generating Highly Relevant Questions

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 301–325 of 664 papers

Title	Date	Tasks	Status
Improving Unsupervised Question Answering via Summarization-Informed Question Generation	Sep 16, 2021	ArticlesDependency Parsing	—Unverified
Incremental temporal summarization in multi-party meetings	Jul 1, 2021	Question GenerationQuestion-Generation	—Unverified
Cooperative Self-training of Machine Reading Comprehension	Jan 16, 2022	Extractive Question-AnsweringMachine Reading Comprehension	—Unverified
A Free Lunch in Generating Datasets: Building a VQG and VQA System with Attention and Humans in the Loop	Nov 30, 2019	Question AnsweringQuestion Generation	—Unverified
Inflected Forms Are Redundant in Question Generation Models	Jan 1, 2023	DecoderQuestion Generation	—Unverified
Information Maximizing Visual Question Generation	Mar 27, 2019	ClusteringQuestion Generation	—Unverified
Improving Controllability of Educational Question Generation by Keyword Provision	Dec 2, 2021	DiversityQuestion Generation	—Unverified
Improving Biomedical Information Retrieval with Neural Retrievers	Jan 19, 2022	Biomedical Information RetrievalInformation Retrieval	—Unverified
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction	May 24, 2023	Question AnsweringQuestion Generation	—Unverified
Interactive Visual Grounding of Referring Expressions for Human-Robot Interaction	Jun 11, 2018	Question GenerationQuestion-Generation	—Unverified
idT5: Indonesian Version of Multilingual T5 Transformer	Feb 2, 2023	Question AnsweringQuestion Generation	—Unverified
I Do Not Understand What I Cannot Define: Automatic Question Generation With Pedagogically-Driven Content Selection	Oct 8, 2021	Learning TheoryQuestion Generation	—Unverified
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance	Feb 20, 2024	Question GenerationQuestion-Generation	—Unverified
INVIGORATE: Interactive Visual Grounding and Grasping in Clutter	Aug 25, 2021	BlockingObject	—Unverified
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs	Dec 13, 2021	Information RetrievalKnowledge Graphs	—Unverified
AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models	May 19, 2025	Code GenerationCode Translation	—Unverified
Cycle-Consistency for Robust Visual Question Answering	Feb 15, 2019	Question AnsweringQuestion Generation	—Unverified
iVQA: Inverse Visual Question Answering	Oct 10, 2017	Question AnsweringQuestion Generation	—Unverified
A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents	May 24, 2023	Question AnsweringQuestion Generation	—Unverified
Learning by Asking Questions for Knowledge-based Novel Object Recognition	Oct 12, 2022	ObjectObject Recognition	—Unverified
基于Graph Transformer的知识库问题生成(Question Generation from Knowledge Base with Graph Transformer)	Oct 1, 2020	Question GenerationQuestion-Generation	—Unverified
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules	Sep 17, 2021	Common Sense ReasoningQuestion Generation	—Unverified
Identifying Where to Focus in Reading Comprehension for Neural Question Generation	Sep 1, 2017	Dependency ParsingMachine Translation	—Unverified
Auto FAQ Generation	May 13, 2024	PhilosophyQuestion Generation	—Unverified
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy	Feb 20, 2024	Language ModellingLarge Language Model	—Unverified

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All datasets SQuAD1.1 COCO Visual Question Answering (VQA) real images 1.0 open ended GrailQA-Compositional GrailQA-IID GrailQA-Zero-Shot FairytaleQA WeiboPolls Natural Questions SQuAD TriviaQA Visual Question Generation

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ERNIE-GENLARGE (beam size=5)	BLEU-4	25.41	—	Unverified
2	BART (TextBox 2.0)	BLEU-4	25.08	—	Unverified
3	ProphetNet + ASGen	BLEU-4	24.44	—	Unverified
4	UniLMv2	BLEU-4	24.43	—	Unverified
5	ProphetNet + syn. mask + localness	BLEU-4	24.37	—	Unverified
6	ProphetNet	BLEU-4	23.91	—	Unverified
7	UniLM + ASGen	BLEU-4	23.7	—	Unverified
8	UniLM	BLEU-4	22.78	—	Unverified
9	BERTSQG	BLEU-4	22.17	—	Unverified
10	Selector & NQG++	BLEU-4	15.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MDN	BLEU-1	65.1	—	Unverified
2	coco-Caption [[Karpathy and Li2014]]	BLEU-1	62.5	—	Unverified
3	Max(Yang,2015)	BLEU-1	59.4	—	Unverified
4	Sample(Yang,2015)	BLEU-1	38.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FactJointGT	METEOR	36.21	—	Unverified
2	JointGT	METEOR	36.08	—	Unverified
3	FactT5B	METEOR	35.72	—	Unverified
4	T5B	METEOR	35.64	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FactT5B	BLEU	46.1	—	Unverified
2	JointGT	BLEU	45.95	—	Unverified
3	T5B	BLEU	44.51	—	Unverified
4	FactJointGT	BLEU	43.61	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	JointGT	METEOR	37.69	—	Unverified
2	FactJointGT	METEOR	37.55	—	Unverified
3	FactT5B	METEOR	37.39	—	Unverified
4	T5B	METEOR	37.35	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BART fine-tuned on FairytaleQA	ROUGE-L	0.53	—	Unverified
2	BART fine-tuned on NarrativeQA and FairytaleQA	ROUGE-L	0.52	—	Unverified
3	BART fine-tuned on NarrativeQA	ROUGE-L	0.44	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UniPoll	ROUGE-1	49.6	—	Unverified
2	T5	ROUGE-1	44.46	—	Unverified
3	Dual Dec	ROUGE-1	38.24	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Info-HCVAE	QAE	37.18	—	Unverified
2	HCVAE	QAE	31.45	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Info-HCVAE	QAE	71.18	—	Unverified
2	HCVAE	QAE	69.46	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Info-HCVAE	QAE	35.45	—	Unverified
2	HCVAE	QAE	30.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MDN	BLEU-1	36	—	Unverified