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
EQG-RACE: Examination-Type Question GenerationCode1
Cross-Lingual Natural Language Generation via Pre-TrainingCode1
Evaluating Factuality in Generation with Dependency-level EntailmentCode1
Event Extraction as Question Generation and AnsweringCode1
Exploring Question-Specific Rewards for Generating Deep QuestionsCode1
R2DE: a NLP approach to estimating IRT parameters of newly generated questionsCode1
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral SituationsCode1
ClarQ: A large-scale and diverse dataset for Clarification Question GenerationCode1
Ask what's missing and what's useful: Improving Clarification Question Generation using Global KnowledgeCode1
Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative ComprehensionCode1
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEsCode1
A Taxonomy of Empathetic Questions in Social DialogsCode1
Can questions summarize a corpus? Using question generation for characterizing COVID-19 researchCode1
Contrastive Domain Adaptation for Question Answering using Limited Text CorporaCode1
C3VQG: Category Consistent Cyclic Visual Question GenerationCode1
A Feasibility Study of Answer-Unaware Question Generation for EducationCode1
ChainCQG: Flow-Aware Conversational Question GenerationCode1
Improving Neural Question Generation using Answer SeparationCode1
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
CoHS-CQG: Context and History Selection for Conversational Question GenerationCode1
Contrast and Classify: Training Robust VQA ModelsCode1
Automated question generation and question answering from Turkish textsCode1
AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph DocumentsCode1
Continuous Language Generative FlowCode1
Automatically Generating Cause-and-Effect Questions from PassagesCode1
Joint Generator-Ranker Learning for Natural Language GenerationCode1
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge GraphsCode1
A Dataset and Baselines for Visual Question Answering on ArtCode1
Contrastive Learning with Adversarial Perturbations for Conditional Text GenerationCode1
Cooperative Self-training of Machine Reading ComprehensionCode1
Automatic Generation of Socratic Subquestions for Teaching Math Word ProblemsCode1
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question AnsweringCode1
Leaf: Multiple-Choice Question GenerationCode1
DBCopilot: Natural Language Querying over Massive Databases via Schema RoutingCode1
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic EvaluationCode1
Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit PostsCode1
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question AnsweringCode1
Diverse and Specific Clarification Question Generation with KeywordsCode1
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence ModelsCode1
EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RLCode1
EduQG: A Multi-format Multiple Choice Dataset for the Educational DomainCode1
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric SummarizationCode1
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question GenerationCode1
Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention NetworksCode1
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
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-trainingCode1
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World ClaimsCode1
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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