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 176–200 of 664 papers

Title	Date	Tasks	Status
Evaluation methodologies in Automatic Question Generation 2013-2018	Nov 1, 2018	Question GenerationQuestion-Generation	—Unverified
ASGen: Answer-containing Sentence Generation to Pre-Train Question Generator for Scale-up Data in Question Answering	Sep 25, 2019	Language ModelingLanguage Modelling	—Unverified
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation	Nov 1, 2021	DiversityQuestion Answering	—Unverified
A Joint Model for Question Answering and Question Generation	Jun 5, 2017	Question AnsweringQuestion Generation	—Unverified
Accelerating Real-Time Question Answering via Question Generation	Sep 10, 2020	Data AugmentationMulti-Task Learning	—Unverified
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks	Nov 21, 2023	Question GenerationQuestion-Generation	—Unverified
Diversify Question Generation with Continuous Content Selectors and Question Type Modeling	Nov 1, 2020	DiversityQuestion Generation	—Unverified
Automating question generation from educational text	Sep 26, 2023	Multiple-choiceQuestion Generation	—Unverified
Automating Reading Comprehension by Generating Question and Answer Pairs	Mar 7, 2018	Answer GenerationQuestion Generation	—Unverified
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?	Oct 1, 2022	Cross-Lingual TransferLanguage Modeling	—Unverified
Does Synthetic Data Make Large Language Models More Efficient?	Oct 11, 2023	Data AugmentationQuestion Generation	—Unverified
Domain Specific Automatic Question Generation from Text	Jul 1, 2017	Dependency ParsingQuestion Generation	—Unverified
DORB: Dynamically Optimizing Multiple Rewards with Bandits	Nov 15, 2020	Data-to-Text GenerationQuestion Generation	—Unverified
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation	Mar 28, 2022	Question GenerationQuestion-Generation	—Unverified
Diversifying Question Generation over Knowledge Base via External Natural Questions	Sep 23, 2023	DiversityNatural Questions	—Unverified
Automatic True/False Question Generation for Educational Purpose	Jul 1, 2022	Fact VerificationQuestion Generation	—Unverified
A Well-Composed Text is Half Done! Semantic Composition Sampling for Diverse Conditional Generation	Nov 16, 2021	Question GenerationQuestion-Generation	—Unverified
A Sequence-to-sequence Approach for Numerical Slot-filling Dialog Systems	Jul 1, 2020	Question GenerationQuestion-Generation	—Unverified
ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant	Mar 19, 2025	Question GenerationQuestion-Generation	—Unverified
Automatic Question Generation using Relative Pronouns and Adverbs	Jul 1, 2018	DescriptiveDialogue Generation	—Unverified
AI-lead Court Debate Case Investigation	Oct 22, 2020	Question GenerationQuestion-Generation	—Unverified
Automatic Question Generation in Multimedia-Based Learning	Dec 1, 2012	Question GenerationQuestion-Generation	—Unverified
A Semantic Role-based Approach to Open-Domain Automatic Question Generation	Jun 1, 2018	Dependency ParsingQuestion Generation	—Unverified
Evaluating for Diversity in Question Generation over Text	Aug 17, 2020	DecoderDiversity	—Unverified
Evaluating the Fitness of Ontologies for the Task of Question Generation	Apr 8, 2025	Question GenerationQuestion-Generation	—Unverified

Show:10 25 50

← PrevPage 8 of 27Next →

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