Deep Learning

Neural Machine Translation with Decoding History Enhanced Attention COLING 2018 Neural Machine Translation with the Transformer and Multi-Source Romance Languages for the Biomedical WMT 2018 task EMNLP 2018 Neural Metaphor Detection in Context EMNLP 2018 Neural Models for Documents with Metadata ACL 2018 Neural Models for Reasoning over Multiple Mentions Using Coreference NAACL 2018 Neural Models of Factuality NAACL 2018 Neural Multitask Learning for Simile Recognition EMNLP 2018 Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018 Neural Nearest Neighbors Networks NeurIPS 2018 Neural Network Architectures for Arabic Dialect Identification COLING 2018 Neural Network Architecture That Combines Temporal and Summative Features for Infant Cry Classification in the Interspeech 2018 Computational Paralinguistics Challenge Interspeech 2018 Neural Network based Extreme Classification and Similarity Models for Product Matching NAACL 2018 Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering COLING 2018 Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions ICML 2018 NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning CVPR 2018 Neural Open Information Extraction ACL 2018 Neural Ordinary Differential Equations NeurIPS 2018 Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018 Neural Proximal Gradient Descent for Compressive Imaging NeurIPS 2018 Neural Quality Estimation of Grammatical Error Correction EMNLP 2018 Neural Ranking Models for Temporal Dependency Structure Parsing EMNLP 2018 NeuralREG: An end-to-end approach to referring expression generation ACL 2018 Neural Related Work Summarization with a Joint Context-driven Attention Mechanism EMNLP 2018 Neural Relational Inference for Interacting Systems ICML 2018 Neural Relation Classification with Text Descriptions COLING 2018