Learning to Recognize the Unseen Visual Predicates Sep 25, 2019 Question Answering Visual Question Answering
— Unverified AdvCodec: Towards A Unified Framework for Adversarial Text Generation Sep 25, 2019 Adversarial Text Question Answering
— Unverified Why Does the VQA Model Answer No?: Improving Reasoning through Visual and Linguistic Inference Sep 25, 2019 Common Sense Reasoning Question Answering
— 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 On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints Sep 25, 2019 Data Augmentation Question Answering
— Unverified Latent Question Reformulation and Information Accumulation for Multi-Hop Machine Reading Sep 25, 2019 Question Answering Reading Comprehension
— Unverified Reducing Transformer Depth on Demand with Structured Dropout Sep 25, 2019 Language Modeling Language Modelling
Code Code Available Question Answering is a Format; When is it Useful? Sep 25, 2019 Machine Translation Question Answering
— Unverified UNITER: UNiversal Image-TExt Representation Learning Sep 25, 2019 Image-text matching Image-text Retrieval
Code Code Available Unified Vision-Language Pre-Training for Image Captioning and VQA Sep 24, 2019 Decoder Image Captioning
Code Code Available Technical report on Conversational Question Answering Sep 24, 2019 Conversational Question Answering Data Augmentation
— Unverified An Empirical Study of Content Understanding in Conversational Question Answering Sep 24, 2019 Conversational Question Answering Question Answering
Code Code Available Portuguese Named Entity Recognition using BERT-CRF Sep 23, 2019 named-entity-recognition Named Entity Recognition
Code Code Available Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question Answering Sep 23, 2019 Inductive Learning Logical Reasoning
— Unverified TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network Sep 23, 2019 Question Answering Triplet
— Unverified Designing dialogue systems: A mean, grumpy, sarcastic chatbot in the browser Sep 20, 2019 Chatbot Decoder
— Unverified How Additional Knowledge can Improve Natural Language Commonsense Question Answering? Sep 19, 2019 Articles Language Modeling
— Unverified What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering Sep 19, 2019 Multi-hop Question Answering Question Answering
Code Code Available Look, Read and Enrich. Learning from Scientific Figures and their Captions Sep 19, 2019 Multi-modal Classification Question Answering
Code Code Available Triplet-Aware Scene Graph Embeddings Sep 19, 2019 Data Augmentation Graph Embedding
— Unverified Learning Sparse Mixture of Experts for Visual Question Answering Sep 19, 2019 Mixture-of-Experts Question Answering
— Unverified Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions Sep 19, 2019 Community Question Answering Question Answering
— Unverified Pre-trained Language Model for Biomedical Question Answering Sep 18, 2019 Language Modeling Language Modelling
Code Code Available Conversational AI : Open Domain Question Answering and Commonsense Reasoning Sep 18, 2019 Common Sense Reasoning Open-Domain Question Answering
— Unverified Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space Sep 17, 2019 Graph Embedding Knowledge Graph Completion
Code Code Available Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism Sep 17, 2019 GPU LAMBADA
Code Code Available Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering Sep 17, 2019 Information Retrieval Multi-hop Question Answering
— Unverified Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering Sep 17, 2019 Information Retrieval Multi-hop Question Answering
— Unverified Do NLP Models Know Numbers? Probing Numeracy in Embeddings Sep 17, 2019 Question Answering
Code Code Available Inverse Visual Question Answering with Multi-Level Attentions Sep 17, 2019 Question Answering Visual Question Answering
— Unverified KorQuAD1.0: Korean QA Dataset for Machine Reading Comprehension Sep 16, 2019 Articles Machine Reading Comprehension
— Unverified PubMedQA: A Dataset for Biomedical Research Question Answering Sep 13, 2019 Question Answering
Code Code Available Neural Correction Model for Open-Domain Named Entity Recognition Sep 13, 2019 Multi-Task Learning named-entity-recognition
Code Code Available Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Sep 13, 2019 Articles Question Answering
Code Code Available NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic Sep 12, 2019 Question Answering Question Similarity
— Unverified Measuring Domain Portability and ErrorPropagation in Biomedical QA Sep 12, 2019 Natural Questions Question Answering
— Unverified Finding Generalizable Evidence by Learning to Convince Q&A Models Sep 12, 2019 Question Answering
Code Code Available Frustratingly Easy Natural Question Answering Sep 11, 2019 Data Augmentation Natural Questions
— Unverified A Discrete Hard EM Approach for Weakly Supervised Question Answering Sep 11, 2019 Question Answering TriviaQA
Code Code Available How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations Sep 11, 2019 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 Span Selection Pre-training for Question Answering Sep 9, 2019 Language Modeling Language Modelling
Code Code Available Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Sep 9, 2019 Common Sense Reasoning Graph Attention
Code Code Available Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Sep 9, 2019 Natural Language Inference Question Answering
Code Code Available Large Scale Question Answering using Tourism Data Sep 8, 2019 Information Retrieval Question Answering
— Unverified Abductive Reasoning as Self-Supervision for Common Sense Question Answering Sep 6, 2019 Common Sense Reasoning Domain Adaptation
— Unverified Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering Sep 6, 2019 Question Answering Semantic Parsing
— Unverified Incorporating External Knowledge into Machine Reading for Generative Question Answering Sep 6, 2019 Answer Generation Generative Question Answering
— Unverified 