Reinforced Multi-task Approach for Multi-hop Question Generation Apr 5, 2020 Multi-hop Question Answering Question Answering
— Unverified UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Feb 28, 2020 Abstractive Text Summarization Decoder
Code Code Available Generating Followup Questions for Interpretable Multi-hop Question Answering Feb 27, 2020 Multi-hop Question Answering Question Answering
— Unverified What BERT Sees: Cross-Modal Transfer for Visual Question Generation Feb 25, 2020 Question Generation Question-Generation
— Unverified Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Jan 27, 2020 Answer Generation Chatbot
Code Code Available ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation Jan 26, 2020 Abstractive Text Summarization Decoder
Code Code Available Deep Bayesian Network for Visual Question Generation Jan 23, 2020 Natural Questions Question Generation
— Unverified R2DE: a NLP approach to estimating IRT parameters of newly generated questions Jan 21, 2020 Multiple-choice Question Generation
Code Code Available ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Jan 13, 2020 Abstractive Text Summarization Prediction
Code Code Available Deep Exemplar Networks for VQA and VQG Dec 19, 2019 Decoder Question Answering
— Unverified Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation Dec 5, 2019 Data Augmentation Knowledge Graphs
— Unverified Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring Dec 2, 2019 Decoder Position
— Unverified A Free Lunch in Generating Datasets: Building a VQG and VQA System with Attention and Humans in the Loop Nov 30, 2019 Question Answering Question Generation
— Unverified Extended Answer and Uncertainty Aware Neural Question Generation Nov 19, 2019 Question Generation Question-Generation
— Unverified Visual Dialogue State Tracking for Question Generation Nov 12, 2019 Dialogue State Tracking Question Generation
Code Code Available All It Takes is 20 Questions!: A Knowledge Graph Based Approach Nov 12, 2019 All Question Generation
Code Code Available Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication Nov 11, 2019 Image Captioning Question Generation
— Unverified Contrastive Multi-document Question Generation Nov 8, 2019 Contrastive Learning Question Generation
Code Code Available Question Generation from Paragraphs: A Tale of Two Hierarchical Models Nov 8, 2019 Question Generation Question-Generation
— Unverified Ask to Learn: A Study on Curiosity-driven Question Generation Nov 8, 2019 Conversational Question Answering Machine Reading Comprehension
— Unverified Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds Nov 6, 2019 Decoder Language Modelling
— Unverified Review-based Question Generation with Adaptive Instance Transfer and Augmentation Nov 5, 2019 Question Generation Question-Generation
— Unverified Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text Nov 1, 2019 Question Generation Question-Generation
— Unverified Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation Nov 1, 2019 Question Generation Question-Generation
— Unverified Video Dialog via Progressive Inference and Cross-Transformer Nov 1, 2019 Answer Generation Question Answering
— Unverified Asking Clarification Questions in Knowledge-Based Question Answering Nov 1, 2019 Question Answering Question Generation
— Unverified Towards Answer-unaware Conversational Question Generation Nov 1, 2019 Question Generation Question-Generation
— Unverified A Recurrent BERT-based Model for Question Generation Nov 1, 2019 Language Modeling Language Modelling
Code Code Available Let Me Know What to Ask: Interrogative-Word-Aware Question Generation Oct 30, 2019 Question Answering Question Generation
— Unverified Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss Oct 29, 2019 Decoder Question Generation
— Unverified Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Oct 23, 2019 Answer Generation Common Sense Reasoning
Code Code Available Capturing Greater Context for Question Generation Oct 22, 2019 Question Answering Question Generation
Code Code Available Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model Oct 19, 2019 Graph Neural Network Graph-to-Sequence
Code Code Available Improving Question Generation With to the Point Context Oct 14, 2019 Question Generation Question-Generation
— Unverified Generating Highly Relevant Questions Oct 8, 2019 Question Generation Question-Generation
— Unverified BERT for Question Generation Oct 1, 2019 Language Modeling Language Modelling
— Unverified Neural Question Generation using Interrogative Phrases Oct 1, 2019 Question Answering Question Generation
— Unverified ASGen: Answer-containing Sentence Generation to Pre-Train Question Generator for Scale-up Data in Question Answering Sep 25, 2019 Language Modeling Language Modelling
— Unverified Cross-Lingual Natural Language Generation via Pre-Training Sep 23, 2019 Abstractive Text Summarization Cross-Lingual Transfer
Code Code Available Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data Sep 23, 2019 Question Generation Question-Generation
Code Code Available Learning to Generate Questions with Adaptive Copying Neural Networks Sep 17, 2019 Question Generation Question-Generation
— Unverified Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Sep 13, 2019 Articles Question Answering
Code Code Available Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation Sep 10, 2019 Common Sense Reasoning Data Augmentation
— Unverified Question Generation by Transformers Sep 9, 2019 Articles Question Answering
Code Code Available Improving Neural Question Generation using World Knowledge Sep 9, 2019 Question Generation Question-Generation
— Unverified ParaQG: A System for Generating Questions and Answers from Paragraphs Sep 4, 2019 Question Generation Question-Generation
— Unverified Mixture Content Selection for Diverse Sequence Generation Sep 4, 2019 Abstractive Text Summarization Decoder
Code Code Available Let's Ask Again: Refine Network for Automatic Question Generation Aug 31, 2019 Decoder Question Generation
Code Code Available Question-type Driven Question Generation Aug 31, 2019 Question Generation Question-Generation
— Unverified Multi-Task Learning with Language Modeling for Question Generation Aug 30, 2019 Decoder Language Modeling
— Unverified 