Recurrent Neural Networks

Sequential Context Encoding for Duplicate Removal NeurIPS 2018 Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018 Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018 Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018 State Gradients for RNN Memory Analysis EMNLP 2018 State-of-the-art Chinese Word Segmentation with Bi-LSTMs EMNLP 2018 Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018 Structure Preserving Video Prediction CVPR 2018 Task-Driven Convolutional Recurrent Models of the Visual System NeurIPS 2018 The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018 To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness ACL 2018 Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing EMNLP 2018 Toward Fast and Accurate Neural Discourse Segmentation EMNLP 2018 Translating a Math Word Problem to a Expression Tree EMNLP 2018 Twin Networks: Matching the Future for Sequence Generation ICLR 2018 Unbiased Online Recurrent Optimization ICLR 2018 Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation ACL 2018 UTFPR at IEST 2018: Exploring Character-to-Word Composition for Emotion Analysis EMNLP 2018 UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network EMNLP 2018 Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP 2018 A* CCG Parsing with a Supertag and Dependency Factored Model ACL 2017 Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization CVPR 2017 AMR Parsing using Stack-LSTMs EMNLP 2017 Annotating Object Instances With a Polygon-RNN CVPR 2017 A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations ACL 2017