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 351–375 of 664 papers

Title	Date	Tasks	Status
Generating Questions from Wikidata Triples	Jun 1, 2022	Knowledge Base Question AnsweringQuestion Answering	—Unverified
Un corpus annoté pour la génération de questions et l’extraction de réponses pour l’enseignement (An annotated corpus for abstractive question generation and extractive answer for education)	Jun 1, 2022	FQuADQuestion Generation	—Unverified
V-Doc : Visual questions answers with Documents	May 27, 2022	Question AnsweringQuestion Generation	—Unverified
Automatic question generation based on sentence structure analysis using machine learning approach	May 25, 2022	BIG-bench Machine LearningNatural Language Understanding	—Unverified
A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation	May 23, 2022	Question GenerationQuestion-Generation	—Unverified
What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys	May 23, 2022	Question GenerationQuestion-Generation	—Unverified
Let's Talk! Striking Up Conversations via Conversational Visual Question Generation	May 19, 2022	Question GenerationQuestion-Generation	—Unverified
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation	May 17, 2022	Question GenerationQuestion-Generation	—Unverified
TiBERT: Tibetan Pre-trained Language Model	May 15, 2022	Language ModelingLanguage Modelling	—Unverified
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets	May 13, 2022	nlg evaluationQuestion Answering	CodeCode Available
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation	May 3, 2022	Question GenerationQuestion-Generation	CodeCode Available
Pseudo Ambiguous and Clarifying Questions Based on Sentence Structures Toward Clarifying Question Answering System	May 1, 2022	Question AnsweringQuestion Generation	—Unverified
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
Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension	May 1, 2022	BenchmarkingQuestion Answering	—Unverified
Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning	May 1, 2022	Multiple-choiceQuestion Answering	—Unverified
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance	Apr 29, 2022	Question GenerationQuestion-Generation	—Unverified
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval	Apr 24, 2022	Information RetrievalQuestion Generation	CodeCode Available
Data Augmentation for Biomedical Factoid Question Answering	Apr 10, 2022	Data AugmentationInformation Retrieval	CodeCode Available
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask	Apr 6, 2022	Question GenerationQuestion-Generation	—Unverified
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation	Mar 28, 2022	Question GenerationQuestion-Generation	—Unverified
VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension	Mar 22, 2022	Language ModellingMachine Reading Comprehension	—Unverified
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
Ask to Understand: Question Generation for Multi-hop Question Answering	Mar 17, 2022	DiversityMulti-hop Question Answering	—Unverified
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge	Mar 16, 2022	Dialogue GenerationKnowledge Graphs	CodeCode Available
CARETS: A Consistency And Robustness Evaluative Test Suite for VQA	Mar 15, 2022	NegationQuestion Generation	CodeCode Available

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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