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 276–300 of 664 papers

Title	Date	Tasks	Status	Hype
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation	May 3, 2022	Question GenerationQuestion-Generation	CodeCode Available	0
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation	May 1, 2022	DecoderQuestion Generation	CodeCode Available	1
Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning	May 1, 2022	Multiple-choiceQuestion Answering	—Unverified	0
A Taxonomy of Empathetic Questions in Social Dialogs	May 1, 2022	ChatbotQuestion Generation	CodeCode Available	1
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation	May 1, 2022	Abstractive Text SummarizationCross-Lingual Transfer	—Unverified	0
Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension	May 1, 2022	BenchmarkingQuestion Answering	—Unverified	0
Pseudo Ambiguous and Clarifying Questions Based on Sentence Structures Toward Clarifying Question Answering System	May 1, 2022	Question AnsweringQuestion Generation	—Unverified	0
A Feasibility Study of Answer-Unaware Question Generation for Education	May 1, 2022	Question GenerationQuestion-Generation	CodeCode Available	1
Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs	Apr 30, 2022	MisconceptionsQuestion Generation	CodeCode Available	1
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance	Apr 29, 2022	Question GenerationQuestion-Generation	—Unverified	0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval	Apr 24, 2022	Information RetrievalQuestion Generation	CodeCode Available	0
Improving Passage Retrieval with Zero-Shot Question Generation	Apr 15, 2022	Language ModelingLanguage Modelling	CodeCode Available	1
TRUE: Re-evaluating Factual Consistency Evaluation	Apr 11, 2022	Question GenerationQuestion-Generation	CodeCode Available	4
Data Augmentation for Biomedical Factoid Question Answering	Apr 10, 2022	Data AugmentationInformation Retrieval	CodeCode Available	0
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask	Apr 6, 2022	Question GenerationQuestion-Generation	—Unverified	0
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation	Mar 28, 2022	Question GenerationQuestion-Generation	—Unverified	0
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization	Mar 27, 2022	Question AnsweringQuestion Generation	CodeCode Available	1
Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension	Mar 26, 2022	BenchmarkingQuestion Answering	CodeCode Available	1
VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension	Mar 22, 2022	Language ModellingMachine Reading Comprehension	—Unverified	0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation	Mar 19, 2022	Abstractive Text SummarizationCross-Lingual Transfer	CodeCode Available	0
Ask to Understand: Question Generation for Multi-hop Question Answering	Mar 17, 2022	DiversityMulti-hop Question Answering	—Unverified	0
A Feasibility Study of Answer-Agnostic Question Generation for Education	Mar 16, 2022	Question GenerationQuestion-Generation	CodeCode Available	1
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge	Mar 16, 2022	Dialogue GenerationKnowledge Graphs	CodeCode Available	0
CARETS: A Consistency And Robustness Evaluative Test Suite for VQA	Mar 15, 2022	NegationQuestion Generation	CodeCode Available	0
K-VQG: Knowledge-aware Visual Question Generation for Common-sense Acquisition	Mar 15, 2022	Common Sense ReasoningQuestion Generation	—Unverified	0

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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