Leveraging Medical Visual Question Answering with Supporting Facts May 28, 2019 Diversity Medical Visual Question Answering
— Unverified Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization May 28, 2019 General Classification Machine Translation
Code Code Available Compositional pre-training for neural semantic parsing May 27, 2019 Data Augmentation Instruction Following
— Unverified Commonsense Properties from Query Logs and Question Answering Forums May 27, 2019 Question Answering
Code Code Available XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering May 27, 2019 Cross-Lingual Natural Language Inference Data Augmentation
— Unverified Structure Learning for Neural Module Networks May 27, 2019 Question Answering Visual Question Answering
— Unverified Why do These Match? Explaining the Behavior of Image Similarity Models May 26, 2019 Attribute General Classification
Code Code Available Gated Group Self-Attention for Answer Selection May 26, 2019 Answer Selection Machine Translation
— Unverified Hashing based Answer Selection May 26, 2019 Answer Selection Question Answering
— Unverified SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums May 25, 2019 Community Question Answering Fact Checking
Code Code Available Neural Stored-program Memory May 25, 2019 continual few-shot learning Few-Shot Learning
Code Code Available Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search May 25, 2019 Question Answering
— Unverified MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching May 24, 2019 Information Retrieval Question Answering
Code Code Available Controlling Risk of Web Question Answering May 24, 2019 Machine Reading Comprehension Question Answering
— Unverified Self-Critical Reasoning for Robust Visual Question Answering May 24, 2019 Question Answering Visual Question Answering
Code Code Available Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal May 23, 2019 Decision Making Deep Reinforcement Learning
Code Code Available ANTIQUE: A Non-Factoid Question Answering Benchmark May 22, 2019 Community Question Answering Information Retrieval
Code Code Available AttentionRNN: A Structured Spatial Attention Mechanism May 22, 2019 Image Categorization Image Generation
— Unverified Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction May 21, 2019 Answer Selection Extractive Summarization
— Unverified Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks May 21, 2019 Knowledge Graphs Question Answering
— Unverified BERTSel: Answer Selection with Pre-trained Models May 18, 2019 Answer Selection Natural Language Inference
Code Code Available Functorial Question Answering May 17, 2019 Question Answering Sentence
Code Code Available Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader May 17, 2019 Question Answering
Code Code Available Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language May 17, 2019 Natural Language Inference Paraphrase Identification
Code Code Available Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations May 15, 2019 Image Captioning Question Answering
Code Code Available Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering May 14, 2019 Open-Domain Question Answering Question Answering
Code Code Available Entity-Relation Extraction as Multi-Turn Question Answering May 14, 2019 Machine Reading Comprehension Question Answering
Code Code Available BERT with History Answer Embedding for Conversational Question Answering May 14, 2019 Conversational Question Answering Conversational Search
Code Code Available Cognitive Graph for Multi-Hop Reading Comprehension at Scale May 14, 2019 Graph Neural Network Multi-hop Question Answering
Code Code Available Quantifying and Alleviating the Language Prior Problem in Visual Question Answering May 13, 2019 Information Retrieval Question Answering
Code Code Available Controlled Natural Languages and Default Reasoning May 11, 2019 Implicatures Logical Reasoning
— Unverified Survey on Evaluation Methods for Dialogue Systems May 10, 2019 Question Answering Survey
— Unverified Unified Language Model Pre-training for Natural Language Understanding and Generation May 8, 2019 Abstractive Text Summarization Document Summarization
Code Code Available Question Relatedness on Stack Overflow: The Task, Dataset, and Corpus-inspired Models May 3, 2019 Community Question Answering Multi-class Classification
— Unverified Conditioning LSTM Decoder and Bi-directional Attention Based Question Answering System May 2, 2019 Decoder Question Answering
Code Code Available Knowledge Authoring and Question Answering with KALM May 2, 2019 Question Answering World Knowledge
— Unverified Pretrained Transformers for Simple Question Answering May 2, 2019 Knowledge Graphs Prediction
— Unverified Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming May 1, 2019 Logical Reasoning Natural Language Inference
Code Code Available Scalable Neural Theorem Proving on Knowledge Bases and Natural Language May 1, 2019 Automated Theorem Proving Link Prediction
— Unverified Learning to Decompose Compound Questions with Reinforcement Learning May 1, 2019 Question Answering reinforcement-learning
— Unverified NLProlog: Reasoning with Weak Unification for Natural Language Question Answering May 1, 2019 Question Answering Sentence
— Unverified Generative Question Answering: Learning to Answer the Whole Question May 1, 2019 Generative Question Answering Language Modeling
— Unverified Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control May 1, 2019 Question Answering
— Unverified Disease Identification From Unstructured User Input May 1, 2019 General Classification Question Answering
— Unverified Cross-Task Knowledge Transfer for Visually-Grounded Navigation May 1, 2019 Deep Reinforcement Learning Disentanglement
— Unverified Visual TTR - Modelling Visual Question Answering in Type Theory with Records May 1, 2019 Question Answering Visual Question Answering
— Unverified Routing Networks and the Challenges of Modular and Compositional Computation Apr 29, 2019 Language Modeling Language Modelling
Code Code Available OPIEC: An Open Information Extraction Corpus Apr 28, 2019 Knowledge Base Construction Open-Ended Question Answering
Code Code Available Using Context Information to Enhance Simple Question Answering Apr 27, 2019 Question Answering
— Unverified Soft Marginal TransE for Scholarly Knowledge Graph Completion Apr 27, 2019 Knowledge Graph Completion Knowledge Graphs
— Unverified 