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 151200 of 664 papers

TitleStatusHype
Efficient Medical Question Answering with Knowledge-Augmented Question GenerationCode0
Educational Multi-Question Generation for Reading ComprehensionCode0
Asking Complex Questions with Multi-hop Answer-focused ReasoningCode0
Multi-VQG: Generating Engaging Questions for Multiple ImagesCode0
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from VideosCode0
A Lightweight Method to Generate Unanswerable Questions in EnglishCode0
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking ApplicationsCode0
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence ModelCode0
Near-Negative Distinction: Giving a Second Life to Human Evaluation DatasetsCode0
On Understanding the Relation between Expert Annotations of Text Readability and Target Reader ComprehensionCode0
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional GenerationCode0
MTG: A Benchmark Suite for Multilingual Text GenerationCode0
Multi-Hop Question Generation via Dual-Perspective Keyword GuidanceCode0
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQLCode0
Diversity Enhanced Narrative Question Generation for StorybooksCode0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and GenerationCode0
Mixture Content Selection for Diverse Sequence GenerationCode0
Machine Comprehension by Text-to-Text Neural Question GenerationCode0
Leveraging Context Information for Natural Question GenerationCode0
Learning to Reuse Distractors to support Multiple Choice Question Generation in EducationCode0
Discord Questions: A Computational Approach To Diversity Analysis in News CoverageCode0
Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringCode0
Let's Ask Again: Refine Network for Automatic Question GenerationCode0
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison FeedbackCode0
Multi-hop Reading Comprehension through Question Decomposition and RescoringCode0
Learning Natural Language Generation with Truncated Reinforcement LearningCode0
DisGeM: Distractor Generation for Multiple Choice Questions with Span MaskingCode0
Learning to Ask Questions in Open-domain Conversational Systems with Typed DecodersCode0
Automatic Opinion Question GenerationCode0
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual EncodersCode0
Location-Aware Visual Question Generation with Lightweight ModelsCode0
KG-QAGen: A Knowledge-Graph-Based Framework for Systematic Question Generation and Long-Context LLM EvaluationCode0
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured DataCode0
A Recurrent BERT-based Model for Question GenerationCode0
Iterative GNN-based Decoder for Question GenerationCode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Modeling question asking using neural program generationCode0
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL ParsingCode0
Dual Ask-Answer Network for Machine Reading ComprehensionCode0
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge GraphsCode0
Data Augmentation for Biomedical Factoid Question AnsweringCode0
Keeping Notes: Conditional Natural Language Generation with a Scratchpad MechanismCode0
Learning to Generate Visual Questions with Noisy SupervisionCode0
MultiQG-TI: Towards Question Generation from Multi-modal SourcesCode0
Multi-Lingual Question Generation with Language Agnostic Language ModelCode0
Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rankCode0
Automatically generating question-answer pairs for assessing basic reading comprehension in SwedishCode0
Improving Non-autoregressive Generation with Mixup TrainingCode0
Improving Socratic Question Generation using Data Augmentation and Preference OptimizationCode0
Cross-Lingual Training for Automatic Question GenerationCode0
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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