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 376–400 of 664 papers

Title	Date	Tasks	Status
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
Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering	Oct 1, 2018	Question AnsweringQuestion Generation	—Unverified
Underspecified Query Refinement via Natural Language Question Generation	Dec 1, 2012	Question GenerationQuestion-Generation	—Unverified
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing	Apr 8, 2020	DiversityQuestion Answering	—Unverified
Understanding the Role of Temperature in Diverse Question Generation by GPT-4	Apr 14, 2024	DiversityQuestion Generation	—Unverified
Unified Question Generation with Continual Lifelong Learning	Jan 24, 2022	Lifelong learningQuestion Answering	—Unverified
Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model	Oct 19, 2023	Data AugmentationQuestion Generation	—Unverified
Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training	Jul 1, 2022	Domain AdaptationQuestion Generation	—Unverified
Unsupervised FAQ Retrieval with Question Generation and BERT	Jul 1, 2020	Question GenerationQuestion-Generation	—Unverified
Unsupervised Generation of Long-form Technical Questions from Textbook Metadata using Structured Templates	Oct 1, 2022	FormQuestion Generation	—Unverified
Unsupervised multiple-choice question generation for out-of-domain Q\&A fine-tuning	Nov 16, 2021	Multiple-choiceQuestion Answering	—Unverified
Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning	May 1, 2022	Multiple-choiceQuestion Answering	—Unverified
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval	Sep 24, 2024	Information RetrievalQuestion Generation	—Unverified
Using Implicit Feedback to Improve Question Generation	Apr 26, 2023	Question GenerationQuestion-Generation	—Unverified
UT5: Pretraining Non autoregressive T5 with unrolled denoising	Nov 14, 2023	DenoisingQuestion Generation	—Unverified
VBART: The Turkish LLM	Mar 2, 2024	Abstractive Text SummarizationQuestion Answering	—Unverified
V-Doc : Visual questions answers with Documents	May 27, 2022	Question AnsweringQuestion Generation	—Unverified
V-Doc: Visual Questions Answers With Documents	Jan 1, 2022	Question AnsweringQuestion Generation	—Unverified
Video Dialog via Progressive Inference and Cross-Transformer	Nov 1, 2019	Answer GenerationQuestion Answering	—Unverified
Video Question Generation via Cross-Modal Self-Attention Networks Learning	Jul 5, 2019	DiversityQuestion Answering	—Unverified
Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition	Oct 1, 2018	Question GenerationQuestion-Generation	—Unverified
Visual Question Generation as Dual Task of Visual Question Answering	Sep 21, 2017	Question AnsweringQuestion Generation	—Unverified
VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension	Mar 22, 2022	Language ModellingMachine Reading Comprehension	—Unverified
Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question Generation	Dec 1, 2020	Question GenerationQuestion-Generation	—Unverified
Weakly Supervised Visual Question Answer Generation	Jun 11, 2023	Answer GenerationDependency Parsing	—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