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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–550 of 664 papers

TitleStatusHype
Automatic Follow-up Question Generation for Asynchronous Interviews—0
Evaluating for Diversity in Question Generation over Text—0
Resolving Intent Ambiguities by Retrieving Discriminative Clarifying Questions—0
On the Importance of Diversity in Question Generation for QA—0
How to Ask Good Questions? Try to Leverage Paraphrases—0
Unsupervised FAQ Retrieval with Question Generation and BERT—0
Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph Interaction—0
CopyBERT: A Unified Approach to Question Generation with Self-Attention—0
A Sequence-to-sequence Approach for Numerical Slot-filling Dialog Systems—0
ColdGANs: Taming Language GANs with Cautious Sampling Strategies—0
A Question Type Driven and Copy Loss Enhanced Frameworkfor Answer-Agnostic Neural Question Generation—0
A Consolidated Dataset for Knowledge-based Question Generation using Predicate Mapping of Linked Data—0
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation—0
QURIOUS: Question Generation Pretraining for Text Generation—0
Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation—0
Towards Automatic Generation of Questions from Long Answers—0
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing—0
Reinforced Multi-task Approach for Multi-hop Question Generation—0
Generating Followup Questions for Interpretable Multi-hop Question Answering—0
What BERT Sees: Cross-Modal Transfer for Visual Question Generation—0
Deep Bayesian Network for Visual Question Generation—0
Deep Exemplar Networks for VQA and VQG—0
Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation—0
Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring—0
A Free Lunch in Generating Datasets: Building a VQG and VQA System with Attention and Humans in the Loop—0
Extended Answer and Uncertainty Aware Neural Question Generation—0
All It Takes is 20 Questions!: A Knowledge Graph Based ApproachCode0
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication—0
Question Generation from Paragraphs: A Tale of Two Hierarchical Models—0
Ask to Learn: A Study on Curiosity-driven Question Generation—0
Contrastive Multi-document Question GenerationCode0
Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds—0
Review-based Question Generation with Adaptive Instance Transfer and Augmentation—0
Video Dialog via Progressive Inference and Cross-Transformer—0
Asking Clarification Questions in Knowledge-Based Question Answering—0
Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation—0
A Recurrent BERT-based Model for Question GenerationCode0
Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text—0
Towards Answer-unaware Conversational Question Generation—0
Let Me Know What to Ask: Interrogative-Word-Aware Question Generation—0
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss—0
Capturing Greater Context for Question GenerationCode0
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence ModelCode0
Improving Question Generation With to the Point Context—0
Generating Highly Relevant Questions—0
Neural Question Generation using Interrogative Phrases—0
BERT for Question Generation—0
ASGen: Answer-containing Sentence Generation to Pre-Train Question Generator for Scale-up Data in Question Answering—0
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured DataCode0
Learning to Generate Questions with Adaptive Copying Neural Networks—0
Show:102550
← PrevPage 11 of 14Next →
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