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 126–150 of 664 papers

Title	Date	Tasks	Status	Hype
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation	Oct 27, 2023	Image GenerationQuestion Answering	—Unverified	0
FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation	Oct 25, 2023	Data-to-Text GenerationDialogue Generation	CodeCode Available	0
Diversity Enhanced Narrative Question Generation for Storybooks	Oct 25, 2023	DiversityQuestion Answering	CodeCode Available	0
QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing	Oct 23, 2023	Discourse ParsingLanguage Modeling	CodeCode Available	0
Diversify Question Generation with Retrieval-Augmented Style Transfer	Oct 23, 2023	DiversityQuestion Answering	CodeCode Available	1
Location-Aware Visual Question Generation with Lightweight Models	Oct 23, 2023	Dataset GenerationQuestion Generation	CodeCode Available	0
Evaluating Large Language Models on Controlled Generation Tasks	Oct 23, 2023	Question GenerationQuestion-Generation	CodeCode Available	0
Text Fact Transfer	Oct 23, 2023	Question AnsweringQuestion Generation	CodeCode Available	0
TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge	Oct 23, 2023	ArticlesQuestion Generation	CodeCode Available	1
PaRaDe: Passage Ranking using Demonstrations with Large Language Models	Oct 22, 2023	Passage RankingPassage Re-Ranking	—Unverified	0
Ask To The Point: Open-Domain Entity-Centric Question Generation	Oct 21, 2023	Fact CheckingQuestion Generation	CodeCode Available	0
Improving Question Generation with Multi-level Content Planning	Oct 20, 2023	Answer GenerationQuestion Generation	CodeCode Available	1
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking	Oct 20, 2023	Document RankingInformation Retrieval	CodeCode Available	1
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading	Oct 20, 2023	Decision MakingQuestion Generation	—Unverified	0
Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model	Oct 19, 2023	Data AugmentationQuestion Generation	—Unverified	0
Alexpaca: Learning Factual Clarification Question Generation Without Examples	Oct 17, 2023	BenchmarkingChatbot	—Unverified	0
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation	Oct 12, 2023	In-Context LearningQuestion Generation	—Unverified	0
Visual Question Generation in Bengali	Oct 12, 2023	AttributeQuestion Generation	CodeCode Available	0
Does Synthetic Data Make Large Language Models More Efficient?	Oct 11, 2023	Data AugmentationQuestion Generation	—Unverified	0
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution	Oct 9, 2023	AttributeLanguage Modeling	CodeCode Available	0
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering	Oct 8, 2023	Data AugmentationQuestion Answering	CodeCode Available	1
A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentions	Oct 5, 2023	Question GenerationQuestion-Generation	—Unverified	0
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models	Sep 28, 2023	Backdoor Attackcross-modal alignment	CodeCode Available	1
Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems	Sep 28, 2023	Graph Question AnsweringKnowledge Graphs	CodeCode Available	1
Automating question generation from educational text	Sep 26, 2023	Multiple-choiceQuestion Generation	—Unverified	0

Show:10 25 50

← PrevPage 6 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