Deep Learning

A Hierarchical Neural Attention-based Text Classifier EMNLP 2018 A High-Quality Denoising Dataset for Smartphone Cameras CVPR 2018 A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check EMNLP 2018 A Hybrid Approach to Grapheme to Phoneme Conversion in Assamese Interspeech 2018 A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR 2018 A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018 A Hybrid System for Chinese Grammatical Error Diagnosis and Correction ACL 2018 AirDialogue: An Environment for Goal-Oriented Dialogue Research EMNLP 2018 Air-Tissue Boundary Segmentation in Real-Time Magnetic Resonance Imaging Video Using Semantic Segmentation with Fully Convolutional Networks Interspeech 2018 A Joint Selective Mechanism for Abstractive Sentence Summarization ACML 2018 A K-Competitive Autoencoder for Aggression Detection in Social Media Text COLING 2018 A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification COLING 2018 A Knowledge-Grounded Multimodal Search-Based Conversational Agent EMNLP 2018 A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis COLING 2018 Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NeurIPS 2018 Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations COLT 2018 Algorithms and Theory for Multiple-Source Adaptation NeurIPS 2018 Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018 Alibaba’s Neural Machine Translation Systems for WMT18 EMNLP 2018 Alibaba Speech Translation Systems for IWSLT 2018 EMNLP 2018 Alibaba Submission for WMT18 Quality Estimation Task EMNLP 2018 Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation CVPR 2018 A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks NeurIPS 2018 A Linear Speedup Analysis of Distributed Deep Learning with Sparse and Quantized Communication NeurIPS 2018 All-but-the-Top: Simple and Effective Postprocessing for Word Representations ICLR 2018