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

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Showing 201–250 of 664 papers

TitleStatusHype
Pre-Training With Scientific Text Improves Educational Question Generation—0
Automatically generating question-answer pairs for assessing basic reading comprehension in SwedishCode0
Question Answering and Question Generation for Finnish—0
Look, Read and Ask: Learning to Ask Questions by Reading Text in Images—0
Automatic Generation of Socratic Subquestions for Teaching Math Word ProblemsCode1
Best-k Search Algorithm for Neural Text Generation—0
Consecutive Question Generation via Dynamic Multitask Learning—0
Collaborative and AI-aided Exam Question Generation using Wikidata in EducationCode1
Reasoning Circuits: Few-shot Multihop Question Generation with Structured Rationales—0
Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQACode0
Learning to Answer Multilingual and Code-Mixed Questions—0
Multi-VQG: Generating Engaging Questions for Multiple ImagesCode0
Discord Questions: A Computational Approach To Diversity Analysis in News CoverageCode0
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the QuestionCode1
Applying Information Extraction to Storybook Question and Answer Generation—0
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading ComprehensionCode0
Learning to Reuse Distractors to support Multiple Choice Question Generation in EducationCode0
P^3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training—0
Varifocal Question Generation for Fact-checkingCode0
CONSISTENT: Open-Ended Question Generation From News ArticlesCode0
Adversarial and Safely Scaled Question Generation—0
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in FinanceCode1
Closed-book Question Generation via Contrastive LearningCode0
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets—0
Shortcomings of Question Answering Based Factuality Frameworks for Error LocalizationCode0
Towards End-to-End Open Conversational Machine ReadingCode0
EduQG: A Multi-format Multiple Choice Dataset for the Educational DomainCode1
Learning by Asking Questions for Knowledge-based Novel Object Recognition—0
QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation—0
Generative Language Models for Paragraph-Level Question GenerationCode0
Unsupervised Generation of Long-form Technical Questions from Textbook Metadata using Structured Templates—0
Question Generation Based on Grammar Knowledge and Fine-grained Classification—0
QSTS: A Question-Sensitive Text Similarity Measure for Question Generation—0
Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question Generation—0
LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases—0
A Weak Supervision Approach for Predicting Difficulty of Technical Interview Questions—0
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?—0
KHANQ: A Dataset for Generating Deep Questions in Education—0
Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases—0
Competence-based Question Generation—0
Calibrating Sequence likelihood Improves Conditional Language Generation—0
Multiple-Choice Question Generation: Towards an Automated Assessment Framework—0
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation—0
CoHS-CQG: Context and History Selection for Conversational Question GenerationCode1
Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation—0
A System For Robot Concept Learning Through Situated Dialogue—0
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQLCode0
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question AnsweringCode1
Learning to Diversify for Product Question Generation—0
Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training—0
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All datasetsSQuAD1.1COCO Visual Question Answering (VQA) real images 1.0 open endedGrailQA-CompositionalGrailQA-IIDGrailQA-Zero-ShotFairytaleQAWeiboPollsNatural QuestionsSQuADTriviaQAVisual Question Generation

Benchmark Results

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