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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 401–450 of 664 papers

TitleStatusHype
Retrieval-guided Counterfactual Generation for QA—0
QA Domain Adaptation using Data Augmentation and Contrastive Adaptation—0
A Well-Composed Text is Half Done! Semantic Composition Sampling for Diverse Conditional Generation—0
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
Unsupervised multiple-choice question generation for out-of-domain Q\&A fine-tuning—0
Words of Wisdom: Representational Harms in Learning From AI Communication—0
A Feasibility Study of Answer-Unaware Question Generation for Education—0
Calculating Question Similarity is Enough: A New Method for KBQA Tasks—0
An AI-based Solution for Enhancing Delivery of Digital Learning for Future Teachers—0
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation—0
AutoEQA: Auto-Encoding Questions for Extractive Question Answering—0
Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap—0
ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation—0
Q^2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering—0
Iterative GNN-based Decoder for Question GenerationCode0
s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning—0
Improving Non-autoregressive Generation with Mixup TrainingCode0
Open-domain clarification question generation without question examples—0
Cooperative Semi-Supervised Transfer Learning of Machine Reading Comprehension—0
A Unified Abstractive Model for Generating Question-Answer Pairs—0
How Well Do You Know Your Audience? Toward Socially-aware Question Generation—0
MTG: A Benchmarking Suite for Multilingual Text Generation—0
Guiding Visual Question Generation—0
Retrieval-guided Counterfactual Generation for QA—0
Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model—0
MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants—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
A Survey of Approaches to Automatic Question Generation:from 2019 to Early 2021—0
The Impact of Answers in Referential Visual Dialog—0
Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical OverlapCode0
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules—0
A Simple and Effective Model for Multi-Hop Question Generation—0
Reframing Instructional Prompts to GPTk's Language—0
Improving Unsupervised Question Answering via Summarization-Informed Question Generation—0
Question Generation for Generating Textbook Flashcards—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
On Generating Fact-Infused Question VariationsCode0
Generating Answer Candidates for Quizzes and Answer-Aware Question Generators—0
Smoothing Dialogue States for Open Conversational Machine ReadingCode0
INVIGORATE: Interactive Visual Grounding and Grasping in Clutter—0
MTG: A Benchmark Suite for Multilingual Text GenerationCode0
Latent Reasoning for Low-Resource Question Generation—0
Engage the Public: Poll Question Generation for Social Media PostsCode0
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
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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