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 101150 of 664 papers

TitleStatusHype
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge GraphsCode1
Joint Generator-Ranker Learning for Natural Language GenerationCode1
Asking Questions the Human Way: Scalable Question-Answer Generation from Text CorpusCode1
kNN-BOX: A Unified Framework for Nearest Neighbor GenerationCode1
C3VQG: Category Consistent Cyclic Visual Question GenerationCode1
Knowledge Graph Simple Question Answering for Unseen DomainsCode1
Sequence-to-Sequence Learning for Indonesian Automatic Question GeneratorCode1
Visual Question Generation from Radiology ImagesCode1
ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationCode1
Can questions summarize a corpus? Using question generation for characterizing COVID-19 researchCode1
Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit PostsCode1
MixQG: Neural Question Generation with Mixed Answer TypesCode1
EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RLCode1
ChainCQG: Flow-Aware Conversational Question GenerationCode1
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question AnsweringCode1
Contrastive Learning with Adversarial Perturbations for Conditional Text GenerationCode1
Contrast and Classify: Training Robust VQA ModelsCode1
Continuous Language Generative FlowCode1
A Feasibility Study of Answer-Agnostic Question Generation for EducationCode1
ClarQ: A large-scale and diverse dataset for Clarification Question GenerationCode1
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question AnsweringCode1
Ask what's missing and what's useful: Improving Clarification Question Generation using Global KnowledgeCode1
CoHS-CQG: Context and History Selection for Conversational Question GenerationCode1
Comparison of Large Language Models for Generating Contextually Relevant QuestionsCode0
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and GenerationCode0
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison FeedbackCode0
Closed-book Question Generation via Contrastive LearningCode0
CLARA: Classifying and Disambiguating User Commands for Reliable Interactive Robotic AgentsCode0
Machine Comprehension by Text-to-Text Neural Question GenerationCode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Let's Ask Again: Refine Network for Automatic Question GenerationCode0
Ask To The Point: Open-Domain Entity-Centric Question GenerationCode0
Leveraging Context Information for Natural Question GenerationCode0
Learning to Generate Visual Questions with Noisy SupervisionCode0
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question GenerationCode0
Learning to Reuse Distractors to support Multiple Choice Question Generation in EducationCode0
CAUS: A Dataset for Question Generation based on Human Cognition Leveraging Large Language ModelsCode0
Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature SummarizationCode0
CARETS: A Consistency And Robustness Evaluative Test Suite for VQACode0
Capturing Greater Context for Question GenerationCode0
Learning to Ask Questions in Open-domain Conversational Systems with Typed DecodersCode0
Location-Aware Visual Question Generation with Lightweight ModelsCode0
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-referenceCode0
Learning Natural Language Generation with Truncated Reinforcement LearningCode0
Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical OverlapCode0
KG-QAGen: A Knowledge-Graph-Based Framework for Systematic Question Generation and Long-Context LLM EvaluationCode0
All It Takes is 20 Questions!: A Knowledge Graph Based ApproachCode0
Asking It All: Generating Contextualized Questions for any Semantic RoleCode0
Iterative GNN-based Decoder for Question GenerationCode0
Asking Complex Questions with Multi-hop Answer-focused ReasoningCode0
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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