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 551600 of 664 papers

TitleStatusHype
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading ComprehensionCode0
Shortcomings of Question Answering Based Factuality Frameworks for Error LocalizationCode0
How Should Agents Ask Questions For Situated Learning? An Annotated Dialogue CorpusCode0
Learning to Ask Questions in Open-domain Conversational Systems with Typed DecodersCode0
Educational Multi-Question Generation for Reading ComprehensionCode0
Harvesting Paragraph-Level Question-Answer Pairs from WikipediaCode0
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model AttributionCode0
Automatically generating question-answer pairs for assessing basic reading comprehension in SwedishCode0
Automated Educational Question Generation at Different Bloom's Skill Levels using Large Language Models: Strategies and EvaluationCode0
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from VideosCode0
Smoothing Dialogue States for Open Conversational Machine ReadingCode0
QUDEVAL: The Evaluation of Questions Under Discussion Discourse ParsingCode0
Socratic Pretraining: Question-Driven Pretraining for Controllable SummarizationCode0
Visual Question Generation for Class Acquisition of Unknown ObjectsCode0
Learning to Generate Visual Questions with Noisy SupervisionCode0
Generating Usage-related Questions for Preference Elicitation in Conversational Recommender SystemsCode0
Learning to Reuse Distractors to support Multiple Choice Question Generation in EducationCode0
Consistency Training by Synthetic Question Generation for Conversational Question AnsweringCode0
Let's Ask Again: Refine Network for Automatic Question GenerationCode0
Comparison of Large Language Models for Generating Contextually Relevant QuestionsCode0
Leveraging Context Information for Natural Question GenerationCode0
Answer-Driven Visual State Estimator for Goal-Oriented Visual DialogueCode0
Question Generation by TransformersCode0
Dual Ask-Answer Network for Machine Reading ComprehensionCode0
TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree PlanningCode0
Visual Question Generation in BengaliCode0
Harnessing the Power of Prompt-based Techniques for Generating School-Level Questions using Large Language ModelsCode0
Location-Aware Visual Question Generation with Lightweight ModelsCode0
Ask To The Point: Open-Domain Entity-Centric Question GenerationCode0
Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature SummarizationCode0
Machine Comprehension by Text-to-Text Neural Question GenerationCode0
Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective DistractorsCode0
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking ApplicationsCode0
A Lightweight Method to Generate Unanswerable Questions in EnglishCode0
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison FeedbackCode0
Closed-book Question Generation via Contrastive LearningCode0
TegTok: Augmenting Text Generation via Task-specific and Open-world KnowledgeCode0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and GenerationCode0
CLARA: Classifying and Disambiguating User Commands for Reliable Interactive Robotic AgentsCode0
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous SpaceCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question GenerationCode0
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation LearningCode0
Varifocal Question Generation for Fact-checkingCode0
Mixture Content Selection for Diverse Sequence GenerationCode0
CAUS: A Dataset for Question Generation based on Human Cognition Leveraging Large Language ModelsCode0
Modeling question asking using neural program generationCode0
Generating Natural Questions About an ImageCode0
MTG: A Benchmark Suite for Multilingual Text 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