Model Compression with Multi-Task Knowledge Distillation for Web-scale Question Answering System Apr 21, 2019 Knowledge Distillation Model Compression
— Unverified PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Apr 21, 2019 Open-Domain Question Answering Question Answering
— Unverified Repurposing Entailment for Multi-Hop Question Answering Tasks Apr 20, 2019 Multi-hop Question Answering Question Answering
Code Code Available ERNIE: Enhanced Representation through Knowledge Integration Apr 19, 2019 Chinese Named Entity Recognition Chinese Sentence Pair Classification
Code Code Available Unifying Question Answering, Text Classification, and Regression via Span Extraction Apr 19, 2019 Classification General Classification
— Unverified Progressive Attention Memory Network for Movie Story Question Answering Apr 18, 2019 Question Answering Video Story QA
— Unverified Headline Generation: Learning from Decomposable Document Titles Apr 17, 2019 Articles Headline Generation
— Unverified Document Expansion by Query Prediction Apr 17, 2019 Passage Re-Ranking Prediction
Code Code Available Question Guided Modular Routing Networks for Visual Question Answering Apr 17, 2019 Question Answering Visual Question Answering
— Unverified Contextual Aware Joint Probability Model Towards Question Answering System Apr 17, 2019 Question Answering Word Embeddings
— Unverified Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation Apr 16, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Query Expansion for Cross-Language Question Re-Ranking Apr 16, 2019 Community Question Answering Question Answering
— Unverified Understanding the Behaviors of BERT in Ranking Apr 16, 2019 Document Ranking Passage Ranking
— Unverified Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering Apr 14, 2019 Data Augmentation Open-Domain Question Answering
— Unverified Evaluating the Representational Hub of Language and Vision Models Apr 12, 2019 Diagnostic Question Answering
— Unverified Factor Graph Attention Apr 11, 2019 Graph Attention Question Answering
Code Code Available Advances in Natural Language Question Answering: A Review Apr 10, 2019 Deep Learning Question Answering
— Unverified CNM: An Interpretable Complex-valued Network for Matching Apr 10, 2019 Benchmarking Question Answering
Code Code Available BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering Apr 10, 2019 Question Answering
Code Code Available Quizbowl: The Case for Incremental Question Answering Apr 9, 2019 BIG-bench Machine Learning Decision Making
Code Code Available Multi-Target Embodied Question Answering Apr 9, 2019 Embodied Question Answering Navigate
Code Code Available Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering Apr 8, 2019 Question Answering Video Question Answering
Code Code Available CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense Apr 8, 2019 Common Sense Reasoning Question Answering
Code Code Available Revisiting EmbodiedQA: A Simple Baseline and Beyond Apr 8, 2019 Embodied Question Answering Question Answering
— Unverified Embodied Question Answering in Photorealistic Environments with Point Cloud Perception Apr 6, 2019 Embodied Question Answering Question Answering
— Unverified Actively Seeking and Learning from Live Data Apr 5, 2019 Domain Adaptation Meta-Learning
— Unverified Extracting Factual Min/Max Age Information from Clinical Trial Studies Apr 5, 2019 Articles Passage Retrieval
— Unverified Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval Apr 5, 2019 Image Retrieval Question Answering
— Unverified MMED: A Multi-domain and Multi-modality Event Dataset Apr 4, 2019 Articles Question Answering
— Unverified Guiding Extractive Summarization with Question-Answering Rewards Apr 4, 2019 Extractive Summarization Question Answering
Code Code Available Simple Question Answering with Subgraph Ranking and Joint-Scoring Apr 4, 2019 Fact Selection Question Answering
— Unverified UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering Apr 2, 2019 Question Answering Relation
— Unverified Analysing Mathematical Reasoning Abilities of Neural Models Apr 2, 2019 Mathematical Question Answering Mathematical Reasoning
Code Code Available Habitat: A Platform for Embodied AI Research Apr 2, 2019 Benchmarking GPU
Code Code Available Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Apr 1, 2019 Question Answering Stochastic Optimization
Code Code Available Unsupervised Abbreviation Disambiguation Contextual disambiguation using word embeddings Apr 1, 2019 Question Answering Reading Comprehension
— Unverified Relation-Aware Graph Attention Network for Visual Question Answering Mar 29, 2019 Graph Attention Implicit Relations
Code Code Available A General FOFE-net Framework for Simple and Effective Question Answering over Knowledge Bases Mar 29, 2019 Question Answering Relation
— Unverified Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective Mar 27, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Simple Applications of BERT for Ad Hoc Document Retrieval Mar 26, 2019 Ad-Hoc Information Retrieval Question Answering
Code Code Available Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system Mar 25, 2019 General Classification intent-classification
Code Code Available Neural Program Planner for Structured Predictions Mar 23, 2019 Machine Translation Program Synthesis
— Unverified Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence Mar 22, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Natural Language Generation at Scale: A Case Study for Open Domain Question Answering Mar 19, 2019 Decoder Knowledge Graphs
— Unverified Question Answering via Web Extracted Tables and Pipelined Models Mar 17, 2019 Question Answering Retrieval
— Unverified Multi-agent query reformulation: Challenges and the role of diversity Mar 16, 2019 Diversity Question Answering
— Unverified Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Mar 14, 2019 Question Answering Reading Comprehension
Code Code Available Practical Semantic Parsing for Spoken Language Understanding Mar 11, 2019 Multi-Task Learning Question Answering
— Unverified Improving Skin Condition Classification with a Visual Symptom Checker Trained using Reinforcement Learning Mar 8, 2019 General Classification Question Answering
— Unverified RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Mar 7, 2019 Object Recognition Question Answering
— Unverified 