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 201250 of 664 papers

TitleStatusHype
MTG: A Benchmark Suite for Multilingual Text GenerationCode0
Quinductor: a multilingual data-driven method for generating reading-comprehension questions using Universal DependenciesCode0
End-to-End Video Question-Answer Generation with Generator-Pretester NetworkCode0
Engage the Public: Poll Question Generation for Social Media PostsCode0
Modeling question asking using neural program generationCode0
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured DataCode0
Multi-Hop Question Generation via Dual-Perspective Keyword GuidanceCode0
Near-Negative Distinction: Giving a Second Life to Human Evaluation DatasetsCode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
A Recurrent BERT-based Model for Question GenerationCode0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and GenerationCode0
E-QGen: Educational Lecture Abstract-based Question Generation SystemCode0
Machine Comprehension by Text-to-Text Neural Question GenerationCode0
Data Augmentation for Biomedical Factoid Question AnsweringCode0
Location-Aware Visual Question Generation with Lightweight ModelsCode0
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison FeedbackCode0
Evaluating Large Language Models on Controlled Generation TasksCode0
Evaluating Rewards for Question Generation ModelsCode0
Mixture Content Selection for Diverse Sequence GenerationCode0
Socratic Pretraining: Question-Driven Pretraining for Controllable SummarizationCode0
Learning to Ask Questions in Open-domain Conversational Systems with Typed DecodersCode0
Learning to Generate Visual Questions with Noisy SupervisionCode0
Automatically generating question-answer pairs for assessing basic reading comprehension in SwedishCode0
Learning to Reuse Distractors to support Multiple Choice Question Generation in EducationCode0
Cross-Lingual Training for Automatic Question GenerationCode0
Learning Natural Language Generation with Truncated Reinforcement LearningCode0
Explainable Multi-hop Question Generation: An End-to-End Approach without Intermediate Question LabelingCode0
CAUS: A Dataset for Question Generation based on Human Cognition Leveraging Large Language ModelsCode0
A General Framework for Producing Interpretable Semantic Text EmbeddingsCode0
Let's Ask Again: Refine Network for Automatic Question GenerationCode0
Keeping Notes: Conditional Natural Language Generation with a Scratchpad MechanismCode0
KG-QAGen: A Knowledge-Graph-Based Framework for Systematic Question Generation and Long-Context LLM EvaluationCode0
Automated Educational Question Generation at Different Bloom's Skill Levels using Large Language Models: Strategies and EvaluationCode0
Iterative GNN-based Decoder for Question GenerationCode0
Leveraging Context Information for Natural Question GenerationCode0
Improving Socratic Question Generation using Data Augmentation and Preference OptimizationCode0
FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text GenerationCode0
FairytaleQA Translated: Enabling Educational Question and Answer Generation in Less-Resourced LanguagesCode0
Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rankCode0
Answer-Driven Visual State Estimator for Goal-Oriented Visual DialogueCode0
Context Selection and Rewriting for Video-based Educational Question GenerationCode0
CONSISTENT: Open-Ended Question Generation From News ArticlesCode0
Consistency Training by Synthetic Question Generation for Conversational Question AnsweringCode0
Closed-book Question Generation via Contrastive LearningCode0
How Should Agents Ask Questions For Situated Learning? An Annotated Dialogue CorpusCode0
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading ComprehensionCode0
Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective DistractorsCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
Harnessing the Power of Prompt-based Techniques for Generating School-Level Questions using Large Language ModelsCode0
Generating Natural Questions About an ImageCode0
Show:102550
← PrevPage 5 of 14Next →

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