SOTAVerified

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

Showing 51100 of 664 papers

TitleStatusHype
Asking Questions the Human Way: Scalable Question-Answer Generation from Text CorpusCode1
Plan, Attend, Generate: Planning for Sequence-to-Sequence ModelsCode1
Cooperative Self-training of Machine Reading ComprehensionCode1
Q^2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question AnsweringCode1
ClarQ: A large-scale and diverse dataset for Clarification Question GenerationCode1
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question AnsweringCode1
Qsnail: A Questionnaire Dataset for Sequential Question GenerationCode1
Question Generation for Adaptive EducationCode1
A Feasibility Study of Answer-Agnostic Question Generation for EducationCode1
Ask what's missing and what's useful: Improving Clarification Question Generation using Global KnowledgeCode1
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic RewardsCode1
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the QuestionCode1
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine ReadingCode1
A Taxonomy of Empathetic Questions in Social DialogsCode1
Contrast and Classify: Training Robust VQA ModelsCode1
Contrastive Domain Adaptation for Question Answering using Limited Text CorporaCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
Controllable Open-ended Question Generation with A New Question Type OntologyCode1
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question GenerationCode1
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic EvaluationCode1
Collaborative and AI-aided Exam Question Generation using Wikidata in EducationCode1
Diversify Question Generation with Retrieval-Augmented Style TransferCode1
Automated question generation and question answering from Turkish textsCode1
AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph DocumentsCode1
EL-Attention: Memory Efficient Lossless Attention for GenerationCode1
Automatically Generating Cause-and-Effect Questions from PassagesCode1
ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationCode1
Evaluating Factuality in Generation with Dependency-level EntailmentCode1
A Dataset and Baselines for Visual Question Answering on ArtCode1
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEsCode1
Improving Neural Question Generation using Answer SeparationCode1
Automatic Generation of Socratic Subquestions for Teaching Math Word ProblemsCode1
A Feasibility Study of Answer-Unaware Question Generation for EducationCode1
Inquisitive Question Generation for High Level Text ComprehensionCode1
Investigating Pretrained Language Models for Graph-to-Text GenerationCode1
IT5: Text-to-text Pretraining for Italian Language Understanding and GenerationCode1
kNN-BOX: A Unified Framework for Nearest Neighbor GenerationCode1
Knowledge Graph Simple Question Answering for Unseen DomainsCode1
Leaf: Multiple-Choice Question GenerationCode1
Continuous Language Generative FlowCode1
C3VQG: Category Consistent Cyclic Visual Question GenerationCode1
Learning to Ask: Neural Question Generation for Reading ComprehensionCode1
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question AnsweringCode1
Mathematical Word Problem Generation from Commonsense Knowledge Graph and EquationsCode1
Can questions summarize a corpus? Using question generation for characterizing COVID-19 researchCode1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale PretrainingCode1
Bench4KE: Benchmarking Automated Competency Question GenerationCode1
ChainCQG: Flow-Aware Conversational Question GenerationCode1
Contrastive Learning with Adversarial Perturbations for Conditional Text GenerationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ERNIE-GENLARGE (beam size=5)BLEU-425.41Unverified
2BART (TextBox 2.0)BLEU-425.08Unverified
3ProphetNet + ASGenBLEU-424.44Unverified
4UniLMv2BLEU-424.43Unverified
5ProphetNet + syn. mask + localnessBLEU-424.37Unverified
6ProphetNetBLEU-423.91Unverified
7UniLM + ASGenBLEU-423.7Unverified
8UniLMBLEU-422.78Unverified
9BERTSQGBLEU-422.17Unverified
10Selector & NQG++BLEU-415.87Unverified
#ModelMetricClaimedVerifiedStatus
1MDNBLEU-165.1Unverified
2coco-Caption [[Karpathy and Li2014]]BLEU-162.5Unverified
3Max(Yang,2015)BLEU-159.4Unverified
4Sample(Yang,2015)BLEU-138.8Unverified
#ModelMetricClaimedVerifiedStatus
1FactJointGTMETEOR36.21Unverified
2JointGTMETEOR36.08Unverified
3FactT5BMETEOR35.72Unverified
4T5BMETEOR35.64Unverified
#ModelMetricClaimedVerifiedStatus
1FactT5BBLEU46.1Unverified
2JointGTBLEU45.95Unverified
3T5BBLEU44.51Unverified
4FactJointGTBLEU43.61Unverified
#ModelMetricClaimedVerifiedStatus
1JointGTMETEOR37.69Unverified
2FactJointGTMETEOR37.55Unverified
3FactT5BMETEOR37.39Unverified
4T5BMETEOR37.35Unverified
#ModelMetricClaimedVerifiedStatus
1BART fine-tuned on FairytaleQAROUGE-L0.53Unverified
2BART fine-tuned on NarrativeQA and FairytaleQAROUGE-L0.52Unverified
3BART fine-tuned on NarrativeQAROUGE-L0.44Unverified
#ModelMetricClaimedVerifiedStatus
1UniPollROUGE-149.6Unverified
2T5ROUGE-144.46Unverified
3Dual DecROUGE-138.24Unverified
#ModelMetricClaimedVerifiedStatus
1Info-HCVAEQAE37.18Unverified
2HCVAEQAE31.45Unverified
#ModelMetricClaimedVerifiedStatus
1Info-HCVAEQAE71.18Unverified
2HCVAEQAE69.46Unverified
#ModelMetricClaimedVerifiedStatus
1Info-HCVAEQAE35.45Unverified
2HCVAEQAE30.2Unverified
#ModelMetricClaimedVerifiedStatus
1MDNBLEU-136Unverified