Deep Learning

Aspect Based Sentiment Analysis with Gated Convolutional Networks ACL 2018 A Spline Theory of Deep Learning ICML 2018 Assessing Generative Models via Precision and Recall NeurIPS 2018 Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NeurIPS 2018 Associative Multichannel Autoencoder for Multimodal Word Representation EMNLP 2018 A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018 A State-transition Framework to Answer Complex Questions over Knowledge Base EMNLP 2018 A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NeurIPS 2018 A Stochastic Decoder for Neural Machine Translation ACL 2018 A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018 A Survey on Recent Advances in Named Entity Recognition from Deep Learning models COLING 2018 A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation EMNLP 2018 A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations ICML 2018 ATOMO: Communication-efficient Learning via Atomic Sparsification NeurIPS 2018 A Transformer-Based Multi-Source Automatic Post-Editing System EMNLP 2018 A Tree-based Decoder for Neural Machine Translation EMNLP 2018 Attacking Binarized Neural Networks ICLR 2018 Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning ACL 2018 Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation EMNLP 2018 Attending Sentences to detect Satirical Fake News COLING 2018 Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 2018 Attentional ShapeContextNet for Point Cloud Recognition CVPR 2018 Attention-Aware Compositional Network for Person Re-Identification CVPR 2018 Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction EMNLP 2018 Attention-based Deep Multiple Instance Learning ICML 2018