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 601650 of 664 papers

TitleStatusHype
Quinductor: a multilingual data-driven method for generating reading-comprehension questions using Universal DependenciesCode0
CARETS: A Consistency And Robustness Evaluative Test Suite for VQACode0
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question GenerationCode0
Multi-Hop Question Generation via Dual-Perspective Keyword GuidanceCode0
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer CorpusCode0
Multi-hop Reading Comprehension through Question Decomposition and RescoringCode0
Diversity Enhanced Narrative Question Generation for StorybooksCode0
Multi-Lingual Question Generation with Language Agnostic Language ModelCode0
Multimodal Differential Network for Visual Question GenerationCode0
Text Fact TransferCode0
Capturing Greater Context for Question GenerationCode0
DisGeM: Distractor Generation for Multiple Choice Questions with Span MaskingCode0
A General Framework for Producing Interpretable Semantic Text EmbeddingsCode0
MultiQG-TI: Towards Question Generation from Multi-modal SourcesCode0
Asking Complex Questions with Multi-hop Answer-focused ReasoningCode0
Multi-VQG: Generating Engaging Questions for Multiple ImagesCode0
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence ModelCode0
Near-Negative Distinction: Giving a Second Life to Human Evaluation DatasetsCode0
Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQACode0
All It Takes is 20 Questions!: A Knowledge Graph Based ApproachCode0
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured DataCode0
FairytaleQA Translated: Enabling Educational Question and Answer Generation in Less-Resourced LanguagesCode0
Unified Language Model Pre-training for Natural Language Understanding and GenerationCode0
Regularization of Distinct Strategies for Unsupervised Question GenerationCode0
Discord Questions: A Computational Approach To Diversity Analysis in News CoverageCode0
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog ManagerCode0
Reinforced Dynamic Reasoning for Conversational Question GenerationCode0
On Few-Shot Prompting for Controllable Question-Answer Generation in Narrative ComprehensionCode0
On Generating Fact-Infused Question VariationsCode0
Unified Questioner Transformer for Descriptive Question Generation in Goal-Oriented Visual DialogueCode0
On Robustness of Finetuned Transformer-based NLP ModelsCode0
On the Evaluation of Answer-Agnostic Paragraph-level Multi-Question GenerationCode0
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question GenerationCode0
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual EncodersCode0
On Understanding the Relation between Expert Annotations of Text Readability and Target Reader ComprehensionCode0
With a Little Push, NLI Models can Robustly and Efficiently Predict FaithfulnessCode0
FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text GenerationCode0
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-referenceCode0
Exploring Models and Data for Image Question AnsweringCode0
PACuna: Automated Fine-Tuning of Language Models for Particle AcceleratorsCode0
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective OptimizationCode0
Explainable Multi-hop Question Generation: An End-to-End Approach without Intermediate Question LabelingCode0
Topic Transferable Table Question AnsweringCode0
Towards a Better Metric for Evaluating Question Generation SystemsCode0
Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible TemplatesCode0
Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringCode0
Evaluating Rewards for Question Generation ModelsCode0
PAXQA: Generating Cross-lingual Question Answering Examples at Training ScaleCode0
Contrastive Multi-document Question GenerationCode0
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world DocumentsCode0
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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