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 351–400 of 664 papers

TitleStatusHype
A Unified Abstractive Model for Generating Question-Answer Pairs—0
How Well Do You Know Your Audience? Toward Socially-aware Question Generation—0
MixQG: Neural Question Generation with Mixed Answer TypesCode1
Guiding Visual Question Generation—0
Retrieval-guided Counterfactual Generation for QA—0
MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants—0
Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model—0
Decision-Theoretic Question Generation for Situated Reference Resolution: An Empirical Study and Computational Model—0
I Do Not Understand What I Cannot Define: Automatic Question Generation With Pedagogically-Driven Content Selection—0
The Impact of Answers in Referential Visual Dialog—0
A Survey of Approaches to Automatic Question Generation:from 2019 to Early 2021—0
Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical OverlapCode0
A Simple and Effective Model for Multi-Hop Question Generation—0
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules—0
Question Generation for Generating Textbook Flashcards—0
Context-NER : Contextual Phrase Generation at ScaleCode1
Reframing Instructional Prompts to GPTk's Language—0
Improving Unsupervised Question Answering via Summarization-Informed Question Generation—0
Topic Transferable Table Question AnsweringCode0
Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data—0
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation LearningCode0
Asking It All: Generating Contextualized Questions for any Semantic RoleCode0
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints—0
TruthfulQA: Measuring How Models Mimic Human FalsehoodsCode1
Transformer Models for Text Coherence AssessmentCode1
On Generating Fact-Infused Question VariationsCode0
Contrastive Domain Adaptation for Question Answering using Limited Text CorporaCode1
Generating Answer Candidates for Quizzes and Answer-Aware Question Generators—0
Smoothing Dialogue States for Open Conversational Machine ReadingCode0
Semantic-Based Self-Critical Training For Question GenerationCode1
INVIGORATE: Interactive Visual Grounding and Grasping in Clutter—0
MTG: A Benchmark Suite for Multilingual Text GenerationCode0
Automatic Learning Assistant in Telugu—0
Multi-Lingual Question Generation with Language Agnostic Language ModelCode0
Latent Reasoning for Low-Resource Question Generation—0
Restatement and Question Generation for Counsellor Chatbot—0
Exploring Input Representation Granularity for Generating Questions Satisfying Question-Answer Congruence—0
基于迭代信息传递和滑动窗口注意力的问题生成模型研究(Question Generation Model Based on Iterative Message Passing and Sliding Windows Hierarchical Attention)—0
Continuous Language Generative FlowCode1
Engage the Public: Poll Question Generation for Social Media PostsCode0
On Training Instance Selection for Few-Shot Neural Text Generation—0
Incremental temporal summarization in multi-party meetings—0
Controllable Open-ended Question Generation with A New Question Type OntologyCode1
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic RewardsCode1
Unified Questioner Transformer for Descriptive Question Generation in Goal-Oriented Visual DialogueCode0
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual EncodersCode0
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation—0
Enhancing Question Generation with Commonsense Knowledge—0
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge GraphsCode1
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs—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