Architectures

Entity-aware Image Caption Generation EMNLP 2018 Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018 Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ACL 2018 EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR 2018 Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos CVPR 2018 Essentially No Barriers in Neural Network Energy Landscape ICML 2018 Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models EMNLP 2018 ETH-DS3Lab at SemEval-2018 Task 7: Effectively Combining Recurrent and Convolutional Neural Networks for Relation Classification and Extraction SemEval 2018 Evaluating the Ability of LSTMs to Learn Context-Free Grammars EMNLP 2018 Evaluating the Utility of Hand-crafted Features in Sequence Labelling EMNLP 2018 Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network EMNLP 2018 Event Detection with Neural Networks: A Rigorous Empirical Evaluation EMNLP 2018 Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification IJCAI 2018 Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018 Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks NeurIPS 2018 Evolution of Neural Network Architectures for Speech Recognition Interspeech 2018 Exemplar Encoder-Decoder for Neural Conversation Generation ACL 2018 Explainable Prediction of Medical Codes from Clinical Text NAACL 2018 Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP 2018 Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP 2018 Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives NeurIPS 2018 Explicitly modeling case improves neural dependency parsing EMNLP 2018 Exploiting Attention to Reveal Shortcomings in Memory Models EMNLP 2018 Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP 2018 Exploiting Deep Representations for Neural Machine Translation EMNLP 2018